From a3a06923aac840883ddc003517f126580fd9d647 Mon Sep 17 00:00:00 2001 From: chy <308604256@qq.com> Date: Sun, 18 Apr 2021 17:25:10 +0800 Subject: [PATCH 1/7] add trpo benchmark --- examples/mujoco/mujoco_trpo.py | 172 ++++++++++++++++++++++++++++++ tianshou/policy/modelfree/trpo.py | 3 +- 2 files changed, 173 insertions(+), 2 deletions(-) create mode 100644 examples/mujoco/mujoco_trpo.py diff --git a/examples/mujoco/mujoco_trpo.py b/examples/mujoco/mujoco_trpo.py new file mode 100644 index 000000000..81e7b84b6 --- /dev/null +++ b/examples/mujoco/mujoco_trpo.py @@ -0,0 +1,172 @@ +#!/usr/bin/env python3 +import free_mjc +import os +import gym +import torch +import pprint +import datetime +import argparse +import numpy as np +from torch import nn +from torch.optim.lr_scheduler import LambdaLR +from torch.utils.tensorboard import SummaryWriter +from torch.distributions import Independent, Normal + +from tianshou.policy import TRPOPolicy +from tianshou.utils import BasicLogger +from tianshou.env import SubprocVectorEnv +from tianshou.utils.net.common import Net +from tianshou.trainer import onpolicy_trainer +from tianshou.utils.net.continuous import ActorProb, Critic +from tianshou.data import Collector, ReplayBuffer, VectorReplayBuffer + + +def get_args(): + parser = argparse.ArgumentParser() + parser.add_argument('--task', type=str, default='HalfCheetah-v3') + parser.add_argument('--seed', type=int, default=0) + parser.add_argument('--buffer-size', type=int, default=4096) + parser.add_argument('--hidden-sizes', type=int, nargs='*', default=[64, 64])# baselines 32 32 + parser.add_argument('--lr', type=float, default=1e-3) + parser.add_argument('--gamma', type=float, default=0.99) + parser.add_argument('--epoch', type=int, default=100) + parser.add_argument('--step-per-epoch', type=int, default=30000) + parser.add_argument('--step-per-collect', type=int, default=1024) + parser.add_argument('--repeat-per-collect', type=int, default=1) + # batch-size >> step-per-collect means caculating all data in one singe forward. + parser.add_argument('--batch-size', type=int, default=99999) + parser.add_argument('--training-num', type=int, default=16) + parser.add_argument('--test-num', type=int, default=10) + # trpo special + parser.add_argument('--rew-norm', type=int, default=True) + parser.add_argument('--gae-lambda', type=float, default=0.95) + # TODO tanh support + parser.add_argument('--bound-action-method', type=str, default="clip") + parser.add_argument('--lr-decay', type=int, default=True) + parser.add_argument('--logdir', type=str, default='log') + parser.add_argument('--render', type=float, default=0.) + parser.add_argument('--norm-adv', type=int, default=1) + parser.add_argument('--optim-critic-iters', type=int, default=20) + parser.add_argument('--max-kl', type=float, default=0.01) + parser.add_argument('--backtrack-coeff', type=float, default=0.8) + parser.add_argument('--max-backtracks', type=int, default=10) + parser.add_argument( + '--device', type=str, + default='cuda' if torch.cuda.is_available() else 'cpu') + parser.add_argument('--resume-path', type=str, default=None) + parser.add_argument('--watch', default=False, action='store_true', + help='watch the play of pre-trained policy only') + return parser.parse_args() + + +def test_trpo(args=get_args()): + env = gym.make(args.task) + args.state_shape = env.observation_space.shape or env.observation_space.n + args.action_shape = env.action_space.shape or env.action_space.n + args.max_action = env.action_space.high[0] + print("Observations shape:", args.state_shape) + print("Actions shape:", args.action_shape) + print("Action range:", np.min(env.action_space.low), + np.max(env.action_space.high)) + # train_envs = gym.make(args.task) + train_envs = SubprocVectorEnv( + [lambda: gym.make(args.task) for _ in range(args.training_num)], + norm_obs=True) + # test_envs = gym.make(args.task) + test_envs = SubprocVectorEnv( + [lambda: gym.make(args.task) for _ in range(args.test_num)], + norm_obs=True, obs_rms=train_envs.obs_rms, update_obs_rms=False) + + # seed + np.random.seed(args.seed) + torch.manual_seed(args.seed) + train_envs.seed(args.seed) + test_envs.seed(args.seed) + # model + net_a = Net(args.state_shape, hidden_sizes=args.hidden_sizes, + activation=nn.Tanh, device=args.device) + actor = ActorProb(net_a, args.action_shape, max_action=args.max_action, + unbounded=True, device=args.device).to(args.device) + net_c = Net(args.state_shape, hidden_sizes=args.hidden_sizes, + activation=nn.Tanh, device=args.device) + critic = Critic(net_c, device=args.device).to(args.device) + torch.nn.init.constant_(actor.sigma_param, -0.5) + for m in list(actor.modules()) + list(critic.modules()): + if isinstance(m, torch.nn.Linear): + # orthogonal initialization + torch.nn.init.orthogonal_(m.weight, gain=np.sqrt(2)) + torch.nn.init.zeros_(m.bias) + # do last policy layer scaling, this will make initial actions have (close to) + # 0 mean and std, and will help boost performances, + # see https://arxiv.org/abs/2006.05990, Fig.24 for details + for m in actor.mu.modules(): + if isinstance(m, torch.nn.Linear): + torch.nn.init.zeros_(m.bias) + m.weight.data.copy_(0.01 * m.weight.data) + + optim = torch.optim.Adam(critic.parameters(), lr=args.lr) + lr_scheduler = None + if args.lr_decay: + # decay learning rate to 0 linearly + max_update_num = np.ceil( + args.step_per_epoch / args.step_per_collect) * args.epoch + + lr_scheduler = LambdaLR( + optim, lr_lambda=lambda epoch: 1 - epoch / max_update_num) + + def dist(*logits): + return Independent(Normal(*logits), 1) + + policy = TRPOPolicy(actor, critic, optim, dist, discount_factor=args.gamma, + gae_lambda=args.gae_lambda, + reward_normalization=args.rew_norm, action_scaling=True, + action_bound_method=args.bound_action_method, + lr_scheduler=lr_scheduler, action_space=env.action_space, + advantage_normalization=args.norm_adv, + optim_critic_iters=args.optim_critic_iters, + max_kl=args.max_kl, + backtrack_coeff=args.backtrack_coeff, + max_backtracks=args.max_backtracks) + + # load a previous policy + if args.resume_path: + policy.load_state_dict(torch.load(args.resume_path, map_location=args.device)) + print("Loaded agent from: ", args.resume_path) + + # collector + if args.training_num > 1: + buffer = VectorReplayBuffer(args.buffer_size, len(train_envs)) + else: + buffer = ReplayBuffer(args.buffer_size) + train_collector = Collector(policy, train_envs, buffer, exploration_noise=True) + test_collector = Collector(policy, test_envs) + # log + t0 = datetime.datetime.now().strftime("%m%d_%H%M%S") + log_file = f'seed_{args.seed}_{t0}-{args.task.replace("-", "_")}_trpo' + log_path = os.path.join(args.logdir, args.task, 'trpo', log_file) + writer = SummaryWriter(log_path) + writer.add_text("args", str(args)) + logger = BasicLogger(writer, update_interval=100, train_interval=100) + + def save_fn(policy): + torch.save(policy.state_dict(), os.path.join(log_path, 'policy.pth')) + + if not args.watch: + # trainer + result = onpolicy_trainer( + policy, train_collector, test_collector, args.epoch, args.step_per_epoch, + args.repeat_per_collect, args.test_num, args.batch_size, + step_per_collect=args.step_per_collect, save_fn=save_fn, logger=logger, + test_in_train=False) + pprint.pprint(result) + + # Let's watch its performance! + policy.eval() + test_envs.seed(args.seed) + test_collector.reset() + result = test_collector.collect(n_episode=args.test_num, render=args.render) + print(f'Final reward: {result["rews"].mean()}, length: {result["lens"].mean()}') + + +if __name__ == '__main__': + test_trpo() diff --git a/tianshou/policy/modelfree/trpo.py b/tianshou/policy/modelfree/trpo.py index a1529cd11..32ba13976 100644 --- a/tianshou/policy/modelfree/trpo.py +++ b/tianshou/policy/modelfree/trpo.py @@ -178,8 +178,7 @@ def MVP(v: torch.Tensor) -> torch.Tensor: # matrix vector product if kl < self._delta and new_actor_loss < actor_loss: if i > 0: - warnings.warn(f"Backtracking to step {i}. " - "Hyperparamters aren't good enough.") + warnings.warn(f"Backtracking to step {i}.") break elif i < self._max_backtracks - 1: step_size = step_size * self._backtrack_coeff From 4ee3a462928dbbd38e17f402c6b1fd2bffb10afa Mon Sep 17 00:00:00 2001 From: chy <308604256@qq.com> Date: Sun, 18 Apr 2021 17:36:03 +0800 Subject: [PATCH 2/7] add tools --- examples/mujoco/plotter.py | 21 +------ examples/mujoco/tools.py | 118 +++++++++++++++++++++++++++++++++++-- 2 files changed, 114 insertions(+), 25 deletions(-) diff --git a/examples/mujoco/plotter.py b/examples/mujoco/plotter.py index 7454871e7..39cfbba0e 100755 --- a/examples/mujoco/plotter.py +++ b/examples/mujoco/plotter.py @@ -9,7 +9,7 @@ import matplotlib.ticker as mticker from collections import defaultdict -from tools import find_all_files +from tools import find_all_files, group_files, csv2numpy def smooth(y, radius, mode='two_sided', valid_only=False): @@ -63,25 +63,6 @@ def smooth(y, radius, mode='two_sided', valid_only=False): '#000000', # BLACK ]) - -def csv2numpy(csv_file): - csv_dict = defaultdict(list) - reader = csv.DictReader(open(csv_file)) - for row in reader: - for k, v in row.items(): - csv_dict[k].append(eval(v)) - return {k: np.array(v) for k, v in csv_dict.items()} - - -def group_files(file_list, pattern): - res = defaultdict(list) - for f in file_list: - match = re.search(pattern, f) - key = match.group() if match else '' - res[key].append(f) - return res - - def plot_ax( ax, file_lists, diff --git a/examples/mujoco/tools.py b/examples/mujoco/tools.py index c4ff6c378..726cd7427 100755 --- a/examples/mujoco/tools.py +++ b/examples/mujoco/tools.py @@ -8,6 +8,7 @@ import numpy as np from typing import Dict, List, Union from tensorboard.backend.event_processing import event_accumulator +from collections import defaultdict def find_all_files(root_dir: str, pattern: re.Pattern) -> List[str]: @@ -20,6 +21,21 @@ def find_all_files(root_dir: str, pattern: re.Pattern) -> List[str]: file_list.append(absolute_path) return file_list +def group_files(file_list, pattern): + res = defaultdict(list) + for f in file_list: + match = re.search(pattern, f) + key = match.group() if match else '' + res[key].append(f) + return res + +def csv2numpy(csv_file): + csv_dict = defaultdict(list) + reader = csv.DictReader(open(csv_file)) + for row in reader: + for k, v in row.items(): + csv_dict[k].append(eval(v)) + return {k: np.array(v) for k, v in csv_dict.items()} def convert_tfevents_to_csv( root_dir: str, refresh: bool = False @@ -85,16 +101,108 @@ def merge_csv( print(f"Output merged csv file to {output_path} with {len(content[1:])} lines.") csv.writer(open(output_path, "w")).writerows(content) +def numerical_anysis(root_dir: str, xlim: int) -> None: + file_pattern = r".*/test_rew_\d+seeds.csv$" + norm_group_pattern = r"(/|^)\w+?\-v(\d|$)" + output_group_pattern = r".*?(?=(/|^)\w+?\-v\d)" + csv_files = find_all_files(root_dir, re.compile(file_pattern)) + norm_group = group_files(csv_files, norm_group_pattern) + output_group = group_files(csv_files, output_group_pattern) + # calculate numerical outcome for each csv_file (y/std integration max_y, final_y) + results = {} + for f in csv_files: + # reader = csv.DictReader(open(f, newline='')) + # result = [] + # for row in reader: + # result.append([row['env_step'], row['rew'], row['rew:shaded']]) + # result = np.array(result).T + # iclip = np.searchsorted(result[0], xlim) + result = csv2numpy(f) + result = np.stack((result['env_step'], result['rew'] - result['rew'][0], result['rew:shaded'])) + iclip = np.searchsorted(result[0], xlim) + + if iclip == 0 or iclip == len(result[0]): + results[f] = None + continue + else: + results[f] = {} + result = result[:, :iclip + 1] + final_rew = np.interp(xlim, result[0], result[1]) + final_rew_std = np.interp(xlim, result[0], result[2]) + result[0, iclip] = xlim + result[1, iclip] = final_rew + result[2, iclip] = final_rew_std + results[f]['final_reward'] = final_rew.astype(float) + max_rew = np.max(result[1]) + results[f]['max_reward'] = max_rew.astype(float) + rew_integration = np.trapz(result[1], x=result[0]) + results[f]['reward_integration'] = rew_integration.astype(float) + std_integration = np.trapz(result[2], x=result[0]) + results[f]['reward_std_integration'] = std_integration.astype(float) + # calculate normalised numerical outcome for each csv_file group + for _, fs in norm_group.items(): + maxres = defaultdict(lambda: -np.inf) + # find max for each key + for f in fs: + if not results[f]: + continue + for k, v in results[f].items(): + maxres[k] = v if maxres[k] < v else maxres[k] + # add normalised numerical outcome + for f in fs: + if not results[f]: + continue + new_dict = results[f].copy() + for k, v in results[f].items(): + new_dict[k + ":normalised"] = v / maxres[k] + results[f] = new_dict + # Add all numerical results for each outcome group + output_group + group_results = {} + for g, fs in output_group.items(): + group_results[g] = defaultdict(lambda: 0) + group_n = 0 + for f in fs: + if not results[f]: + continue + group_n += 1 + for k, v in results[f].items(): + group_results[g][k] += v + for k, v in group_results[g].items(): + group_results[g][k] = v / group_n + group_results[g]['group_n'] += group_n + # print all outputs for each csv_file and each outcome group + for f, numerical_result in results.items(): + print("******* " + f + ":") + print(numerical_result) + for g, numerical_result in group_results.items(): + print("******* " + g + ":") + print(numerical_result) if __name__ == "__main__": parser = argparse.ArgumentParser() - parser.add_argument('--root-dir', type=str) - parser.add_argument( + sp = parser.add_subparsers(dest='action') + + merge_parser = sp.add_parser('merge') + merge_parser.add_argument( '--refresh', action="store_true", help="Re-generate all csv files instead of using existing one.") - parser.add_argument( + merge_parser.add_argument( '--remove-zero', action="store_true", help="Remove the data point of env_step == 0.") + merge_parser.add_argument('--root-dir', type=str) + + analysis_parser = sp.add_parser('analysis') + analysis_parser.add_argument('--xlim', type=int, default=1000000, + help='x-axis limitation (default: None)') + analysis_parser.add_argument('--root-dir', type=str) args = parser.parse_args() - csv_files = convert_tfevents_to_csv(args.root_dir, args.refresh) - merge_csv(csv_files, args.root_dir, args.remove_zero) + + args.action = "analysis" + args.xlim=1000000 + args.root_dir="/home/huayu/git/tianshou/examples/mujoco/ablation_trpo_last" + if args.action == "merge": + csv_files = convert_tfevents_to_csv(args.root_dir, args.refresh) + merge_csv(csv_files, args.root_dir, args.remove_zero) + elif args.action == "analysis": + numerical_anysis(args.root_dir, args.xlim) From a0e05e44668a0f0598920fdf258fc251beb584ee Mon Sep 17 00:00:00 2001 From: chy <308604256@qq.com> Date: Sun, 18 Apr 2021 19:39:04 +0800 Subject: [PATCH 3/7] readme update --- README.md | 2 +- examples/mujoco/README.md | 27 ++++++++++++++++++++++++++- 2 files changed, 27 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index f40ee8b7d..92be4178c 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,7 @@ - [Quantile Regression DQN (QRDQN)](https://arxiv.org/pdf/1710.10044.pdf) - [Policy Gradient (PG)](https://papers.nips.cc/paper/1713-policy-gradient-methods-for-reinforcement-learning-with-function-approximation.pdf) - [Advantage Actor-Critic (A2C)](https://openai.com/blog/baselines-acktr-a2c/) -- [Trust Region Policy Optimization](https://arxiv.org/pdf/1502.05477.pdf) +- [Trust Region Policy Optimization (TRPO)](https://arxiv.org/pdf/1502.05477.pdf) - [Proximal Policy Optimization (PPO)](https://arxiv.org/pdf/1707.06347.pdf) - [Deep Deterministic Policy Gradient (DDPG)](https://arxiv.org/pdf/1509.02971.pdf) - [Twin Delayed DDPG (TD3)](https://arxiv.org/pdf/1802.09477.pdf) diff --git a/examples/mujoco/README.md b/examples/mujoco/README.md index a36d6127b..da7338e2b 100644 --- a/examples/mujoco/README.md +++ b/examples/mujoco/README.md @@ -17,7 +17,8 @@ Supported algorithms are listed below: - [Soft Actor-Critic (SAC)](https://arxiv.org/pdf/1812.05905.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/e605bdea942b408126ef4fbc740359773259c9ec) - [REINFORCE algorithm](https://papers.nips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/e27b5a26f330de446fe15388bf81c3777f024fb9) - [Advantage Actor-Critic (A2C)](https://openai.com/blog/baselines-acktr-a2c/), [commit id](https://github.com/thu-ml/tianshou/tree/1730a9008ad6bb67cac3b21347bed33b532b17bc) -- [Proximal Policy Optimization (PPO)](https://arxiv.org/pdf/1707.06347.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/5d580c36624df0548818edf1f9b111b318dd7fd8) +- [Proximal Policy Optimization (PPO)](https://arxiv.org/pdf/1707.06347.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/6426a39796db052bafb7cabe85c764db20a722b0) +- [Trust Region Policy Optimization (TRPO)](https://arxiv.org/pdf/1502.05477.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/5057b5c89e6168220272c9c28a15b758a72efc32) #### Usage @@ -239,7 +240,31 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai 4. `batch-size` 128 and 64 (default) work equally well. Changing `training-num` alone slightly (maybe in range [8, 128]) won't affect performance. For bound action method, both `clip` and `tanh` work quite well. 5. In OPENAI implementations of PPO, they multiply value loss with a factor of 0.5 for no good reason (see this [issue](https://github.com/openai/baselines/issues/445#issuecomment-777988738)). We do not do so and therefore make our `vf-coef` 0.25 (half of standard 0.5). However, since value loss is only used to optimize `critic` network, setting different `vf-coef` should in theory make no difference if using Adam optimizer. +### TRPO + +|Environment| Tianshou| [ACKTR paper](https://arxiv.org/pdf/1708.05144.pdf)| [PPO paper](https://arxiv.org/pdf/1707.06347.pdf)|[baselines](http://htmlpreview.github.io/?https://github.com/openai/baselines/blob/master/benchmarks_mujoco1M.htm)|[spinningup(pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html)| +| :---------------: | :---------------: | :---------------: | :---------------: | :---------------: |:---------------: | +|Ant|**2866.7±707.9** | ~0 | N | N | ~150 | +|HalfCheetah|**4471.2±804.9** | ~400 | ~0| ~1350 | ~850 | +|Hopper| 2046.0±1037.9| ~1400 | ~2100 | **~2200** | ~1200 | +|Walker2d|**3826.7±782.7** | ~550 | ~1100 | ~2350 | ~600 | +|Swimmer|40.9±19.6 | ~40 | **~121** | ~95| ~85 | +|Humanoid|**810.1±126.1**| N | N | N | N | +|Reacher| **-5.1±0.8** | -8 | ~-115 | **~-5** | N | +|InvertedPendulum|**1000.0±0.0** | **~1000** | **~1000** | ~910 | N | +|InvertedDoublePendulum|**8435.2±1073.3**| ~800 | ~200 | ~7000 | N | +\* details[[4]](#footnote4)[[5]](#footnote5) + +#### Hints for TRPO +1. We have tried `step-per-collect` in (80, 1024, 2048, 4096), and `training-num` in (4, 16, 32, 64), and found out 1024 for `step-per-collect` (same as openai baselines) and smaller `training-num` (below 16) are good choices. Set `training-num` to 4 is actually better but we still use 16 considering its training speed boost. +2. Advantage normalization is a standard trick in TRPO, but we found it of minor help, just like in PPO. +3. Larger `optim-critic-iters` (than 5, as used in openai baselines) helps in most environments. Smaller lr and learning decay strategy also help a tiny little bit. +4. `gae-lambda` 0.98 and 0.95 work equally well. +5. We use gae returns (GAE advantage + value) as the target of critic network when updating, while normally people tend to use reward to go(lambda = 0.) as target. We found that they work equally well although using gae returns is a little bit inaccurate(biased) by math. +6. Emperically, Simmer-v3 usually requires larger bootstrap lengths and learning rate. Humanoid-v3/InvertedPendulum-v2, however, are the opposite. +7. In constrast with statement made in TRPO paper, we found that backtracking in line search is rarely used as least in mujoco settings, which is actually unimportant. This makes TRPO algorithm actually the same as TNPG algorithm (described in this [paper](http://proceedings.mlr.press/v48/duan16.html)). This also explains why TNPG and TRPO's plotting results look so similar in that paper. +8. Trick: "recompute advantage", which is helpful in PPO, doesn't really help in TRPO. ## Note From a5aa9b30302cc5b999d607f2a1649e69e00bfba5 Mon Sep 17 00:00:00 2001 From: chy <308604256@qq.com> Date: Mon, 19 Apr 2021 12:09:53 +0800 Subject: [PATCH 4/7] add figure and readme --- README.md | 2 +- examples/mujoco/README.md | 27 +++++++++++- .../mujoco/benchmark/Ant-v3/trpo/figure.png | Bin 0 -> 107867 bytes .../benchmark/HalfCheetah-v3/trpo/figure.png | Bin 0 -> 110643 bytes .../benchmark/Hopper-v3/trpo/figure.png | Bin 0 -> 118158 bytes .../benchmark/Humanoid-v3/trpo/figure.png | Bin 0 -> 105369 bytes .../InvertedDoublePendulum-v2/trpo/figure.png | Bin 0 -> 151113 bytes .../InvertedPendulum-v2/trpo/figure.png | Bin 0 -> 96180 bytes .../benchmark/Reacher-v2/trpo/figure.png | Bin 0 -> 90802 bytes .../benchmark/Swimmer-v3/trpo/figure.png | Bin 0 -> 112605 bytes .../benchmark/Walker2d-v3/trpo/figure.png | Bin 0 -> 120457 bytes .../mujoco/benchmark/concatenate_figure.py | 40 ++++++++++++++++++ tianshou/policy/__init__.py | 1 + 13 files changed, 68 insertions(+), 2 deletions(-) create mode 100644 examples/mujoco/benchmark/Ant-v3/trpo/figure.png create mode 100644 examples/mujoco/benchmark/HalfCheetah-v3/trpo/figure.png create mode 100644 examples/mujoco/benchmark/Hopper-v3/trpo/figure.png create mode 100644 examples/mujoco/benchmark/Humanoid-v3/trpo/figure.png create mode 100644 examples/mujoco/benchmark/InvertedDoublePendulum-v2/trpo/figure.png create mode 100644 examples/mujoco/benchmark/InvertedPendulum-v2/trpo/figure.png create mode 100644 examples/mujoco/benchmark/Reacher-v2/trpo/figure.png create mode 100644 examples/mujoco/benchmark/Swimmer-v3/trpo/figure.png create mode 100644 examples/mujoco/benchmark/Walker2d-v3/trpo/figure.png create mode 100644 examples/mujoco/benchmark/concatenate_figure.py diff --git a/README.md b/README.md index f40ee8b7d..92be4178c 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,7 @@ - [Quantile Regression DQN (QRDQN)](https://arxiv.org/pdf/1710.10044.pdf) - [Policy Gradient (PG)](https://papers.nips.cc/paper/1713-policy-gradient-methods-for-reinforcement-learning-with-function-approximation.pdf) - [Advantage Actor-Critic (A2C)](https://openai.com/blog/baselines-acktr-a2c/) -- [Trust Region Policy Optimization](https://arxiv.org/pdf/1502.05477.pdf) +- [Trust Region Policy Optimization (TRPO)](https://arxiv.org/pdf/1502.05477.pdf) - [Proximal Policy Optimization (PPO)](https://arxiv.org/pdf/1707.06347.pdf) - [Deep Deterministic Policy Gradient (DDPG)](https://arxiv.org/pdf/1509.02971.pdf) - [Twin Delayed DDPG (TD3)](https://arxiv.org/pdf/1802.09477.pdf) diff --git a/examples/mujoco/README.md b/examples/mujoco/README.md index a36d6127b..da7338e2b 100644 --- a/examples/mujoco/README.md +++ b/examples/mujoco/README.md @@ -17,7 +17,8 @@ Supported algorithms are listed below: - [Soft Actor-Critic (SAC)](https://arxiv.org/pdf/1812.05905.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/e605bdea942b408126ef4fbc740359773259c9ec) - [REINFORCE algorithm](https://papers.nips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/e27b5a26f330de446fe15388bf81c3777f024fb9) - [Advantage Actor-Critic (A2C)](https://openai.com/blog/baselines-acktr-a2c/), [commit id](https://github.com/thu-ml/tianshou/tree/1730a9008ad6bb67cac3b21347bed33b532b17bc) -- [Proximal Policy Optimization (PPO)](https://arxiv.org/pdf/1707.06347.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/5d580c36624df0548818edf1f9b111b318dd7fd8) +- [Proximal Policy Optimization (PPO)](https://arxiv.org/pdf/1707.06347.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/6426a39796db052bafb7cabe85c764db20a722b0) +- [Trust Region Policy Optimization (TRPO)](https://arxiv.org/pdf/1502.05477.pdf), [commit id](https://github.com/thu-ml/tianshou/tree/5057b5c89e6168220272c9c28a15b758a72efc32) #### Usage @@ -239,7 +240,31 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai 4. `batch-size` 128 and 64 (default) work equally well. Changing `training-num` alone slightly (maybe in range [8, 128]) won't affect performance. For bound action method, both `clip` and `tanh` work quite well. 5. In OPENAI implementations of PPO, they multiply value loss with a factor of 0.5 for no good reason (see this [issue](https://github.com/openai/baselines/issues/445#issuecomment-777988738)). We do not do so and therefore make our `vf-coef` 0.25 (half of standard 0.5). However, since value loss is only used to optimize `critic` network, setting different `vf-coef` should in theory make no difference if using Adam optimizer. +### TRPO + +|Environment| Tianshou| [ACKTR paper](https://arxiv.org/pdf/1708.05144.pdf)| [PPO paper](https://arxiv.org/pdf/1707.06347.pdf)|[baselines](http://htmlpreview.github.io/?https://github.com/openai/baselines/blob/master/benchmarks_mujoco1M.htm)|[spinningup(pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html)| +| :---------------: | :---------------: | :---------------: | :---------------: | :---------------: |:---------------: | +|Ant|**2866.7±707.9** | ~0 | N | N | ~150 | +|HalfCheetah|**4471.2±804.9** | ~400 | ~0| ~1350 | ~850 | +|Hopper| 2046.0±1037.9| ~1400 | ~2100 | **~2200** | ~1200 | +|Walker2d|**3826.7±782.7** | ~550 | ~1100 | ~2350 | ~600 | +|Swimmer|40.9±19.6 | ~40 | **~121** | ~95| ~85 | +|Humanoid|**810.1±126.1**| N | N | N | N | +|Reacher| **-5.1±0.8** | -8 | ~-115 | **~-5** | N | +|InvertedPendulum|**1000.0±0.0** | **~1000** | **~1000** | ~910 | N | +|InvertedDoublePendulum|**8435.2±1073.3**| ~800 | ~200 | ~7000 | N | +\* details[[4]](#footnote4)[[5]](#footnote5) + +#### Hints for TRPO +1. We have tried `step-per-collect` in (80, 1024, 2048, 4096), and `training-num` in (4, 16, 32, 64), and found out 1024 for `step-per-collect` (same as openai baselines) and smaller `training-num` (below 16) are good choices. Set `training-num` to 4 is actually better but we still use 16 considering its training speed boost. +2. Advantage normalization is a standard trick in TRPO, but we found it of minor help, just like in PPO. +3. Larger `optim-critic-iters` (than 5, as used in openai baselines) helps in most environments. Smaller lr and learning decay strategy also help a tiny little bit. +4. `gae-lambda` 0.98 and 0.95 work equally well. +5. We use gae returns (GAE advantage + value) as the target of critic network when updating, while normally people tend to use reward to go(lambda = 0.) as target. We found that they work equally well although using gae returns is a little bit inaccurate(biased) by math. +6. Emperically, Simmer-v3 usually requires larger bootstrap lengths and learning rate. Humanoid-v3/InvertedPendulum-v2, however, are the opposite. +7. In constrast with statement made in TRPO paper, we found that backtracking in line search is rarely used as least in mujoco settings, which is actually unimportant. This makes TRPO algorithm actually the same as TNPG algorithm (described in this [paper](http://proceedings.mlr.press/v48/duan16.html)). This also explains why TNPG and TRPO's plotting results look so similar in that paper. +8. 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z6tfu4o64Fm6hol5<<|!f!dxu2HW^68X$;9BE@6^uH67wRIgz+ z85=W0W)-J@*4EZ8uDJxk&2HpJNgx?xxM{b-yHFW=E&%Xx8o@?&p&Hn0uz;0H-`7S- z9TZtx&|6tuEh{ZO0YeW6-~Y1Obyb-)ZM|l-~oUw}wy&!eR;GkFfLC=bhF|lGHK? zQ3Xuv7(JhjjxmJo%Ph=JOM8zSE>c|gsDbTZ_izFZ*~OUGdBksU{a@IT x{y!mxHm<}-wDSIQ{pW4Uf8O|?vxKMDNp=QuhCg-b-bf{vx^z`M`NECI{{w#Ph$H|2 literal 0 HcmV?d00001 diff --git a/examples/mujoco/benchmark/concatenate_figure.py b/examples/mujoco/benchmark/concatenate_figure.py new file mode 100644 index 000000000..204d5275e --- /dev/null +++ b/examples/mujoco/benchmark/concatenate_figure.py @@ -0,0 +1,40 @@ +import matplotlib.pyplot as plt +import matplotlib.image as gImage + +import os +# plot all figure +# path="/home/huayu/git/tianshou/examples/mujoco/benchmark" +# dirs = os.listdir(path) +# algorithms=["ppo","a2c","reinforce","ddpg","td3","sac"] +# # algorithms=[""] +# for algorithm in algorithms: +# aa = [] +# i=1 +# for dir in dirs: +# if '.' in dir: +# continue +# aa.append(dir) + +# fig = plt.figure(figsize=(42,42)) #定义整个画布 +# for i in range(9): +# ax = fig.add_subplot(331 + i, title=aa[i]) +# ax.imshow(gImage.imread(os.path.join(path,aa[i],algorithm,"figure.png"))) +# ax.set_title(aa[i], fontsize=50) + +# plt.tight_layout() +# plt.savefig(algorithm + ".png") + + +path="/home/huayu/git/tianshou/" +algorithms=["PPO","A2C","REINFORCE","DDPG","TD3","SAC"] +# algorithms=[""] +fig = plt.figure(figsize=(42,34)) #定义整个画布 +for i in range(6): + algorithm = algorithms[i] + ax = fig.add_subplot(321 + i) + ax.imshow(gImage.imread(os.path.join(path,algorithm+".png"))) + +plt.tight_layout() +plt.savefig("all.png") + + diff --git a/tianshou/policy/__init__.py b/tianshou/policy/__init__.py index d087a89b1..af59cb907 100644 --- a/tianshou/policy/__init__.py +++ b/tianshou/policy/__init__.py @@ -25,6 +25,7 @@ "QRDQNPolicy", "PGPolicy", "A2CPolicy", + "NPGPolicy", "DDPGPolicy", "PPOPolicy", "TRPOPolicy", From d8cc8e8853c0de953fac9a1f253f2a48c5051368 Mon Sep 17 00:00:00 2001 From: Trinkle23897 Date: Mon, 19 Apr 2021 16:04:54 +0800 Subject: [PATCH 5/7] fix flake8 --- .../mujoco/benchmark/concatenate_figure.py | 40 ------ examples/mujoco/mujoco_a2c.py | 2 +- examples/mujoco/mujoco_reinforce.py | 2 +- examples/mujoco/mujoco_trpo.py | 7 +- examples/mujoco/plotter.py | 21 +++- examples/mujoco/tools.py | 118 +----------------- tianshou/policy/__init__.py | 1 - 7 files changed, 31 insertions(+), 160 deletions(-) delete mode 100644 examples/mujoco/benchmark/concatenate_figure.py diff --git a/examples/mujoco/benchmark/concatenate_figure.py b/examples/mujoco/benchmark/concatenate_figure.py deleted file mode 100644 index 204d5275e..000000000 --- a/examples/mujoco/benchmark/concatenate_figure.py +++ /dev/null @@ -1,40 +0,0 @@ -import matplotlib.pyplot as plt -import matplotlib.image as gImage - -import os -# plot all figure -# path="/home/huayu/git/tianshou/examples/mujoco/benchmark" -# dirs = os.listdir(path) -# algorithms=["ppo","a2c","reinforce","ddpg","td3","sac"] -# # algorithms=[""] -# for algorithm in algorithms: -# aa = [] -# i=1 -# for dir in dirs: -# if '.' in dir: -# continue -# aa.append(dir) - -# fig = plt.figure(figsize=(42,42)) #定义整个画布 -# for i in range(9): -# ax = fig.add_subplot(331 + i, title=aa[i]) -# ax.imshow(gImage.imread(os.path.join(path,aa[i],algorithm,"figure.png"))) -# ax.set_title(aa[i], fontsize=50) - -# plt.tight_layout() -# plt.savefig(algorithm + ".png") - - -path="/home/huayu/git/tianshou/" -algorithms=["PPO","A2C","REINFORCE","DDPG","TD3","SAC"] -# algorithms=[""] -fig = plt.figure(figsize=(42,34)) #定义整个画布 -for i in range(6): - algorithm = algorithms[i] - ax = fig.add_subplot(321 + i) - ax.imshow(gImage.imread(os.path.join(path,algorithm+".png"))) - -plt.tight_layout() -plt.savefig("all.png") - - diff --git a/examples/mujoco/mujoco_a2c.py b/examples/mujoco/mujoco_a2c.py index f4f30a550..076dfca5c 100755 --- a/examples/mujoco/mujoco_a2c.py +++ b/examples/mujoco/mujoco_a2c.py @@ -33,7 +33,7 @@ def get_args(): parser.add_argument('--step-per-epoch', type=int, default=30000) parser.add_argument('--step-per-collect', type=int, default=80) parser.add_argument('--repeat-per-collect', type=int, default=1) - # batch-size >> step-per-collect means caculating all data in one singe forward. + # batch-size >> step-per-collect means calculating all data in one singe forward. parser.add_argument('--batch-size', type=int, default=99999) parser.add_argument('--training-num', type=int, default=16) parser.add_argument('--test-num', type=int, default=10) diff --git a/examples/mujoco/mujoco_reinforce.py b/examples/mujoco/mujoco_reinforce.py index da7a4af7a..ac9682918 100755 --- a/examples/mujoco/mujoco_reinforce.py +++ b/examples/mujoco/mujoco_reinforce.py @@ -33,7 +33,7 @@ def get_args(): parser.add_argument('--step-per-epoch', type=int, default=30000) parser.add_argument('--step-per-collect', type=int, default=2048) parser.add_argument('--repeat-per-collect', type=int, default=1) - # batch-size >> step-per-collect means caculating all data in one singe forward. + # batch-size >> step-per-collect means calculating all data in one singe forward. parser.add_argument('--batch-size', type=int, default=99999) parser.add_argument('--training-num', type=int, default=64) parser.add_argument('--test-num', type=int, default=10) diff --git a/examples/mujoco/mujoco_trpo.py b/examples/mujoco/mujoco_trpo.py index 81e7b84b6..ad99069fa 100644 --- a/examples/mujoco/mujoco_trpo.py +++ b/examples/mujoco/mujoco_trpo.py @@ -1,5 +1,5 @@ #!/usr/bin/env python3 -import free_mjc + import os import gym import torch @@ -26,14 +26,15 @@ def get_args(): parser.add_argument('--task', type=str, default='HalfCheetah-v3') parser.add_argument('--seed', type=int, default=0) parser.add_argument('--buffer-size', type=int, default=4096) - parser.add_argument('--hidden-sizes', type=int, nargs='*', default=[64, 64])# baselines 32 32 + parser.add_argument('--hidden-sizes', type=int, nargs='*', + default=[64, 64]) # baselines [32, 32] parser.add_argument('--lr', type=float, default=1e-3) parser.add_argument('--gamma', type=float, default=0.99) parser.add_argument('--epoch', type=int, default=100) parser.add_argument('--step-per-epoch', type=int, default=30000) parser.add_argument('--step-per-collect', type=int, default=1024) parser.add_argument('--repeat-per-collect', type=int, default=1) - # batch-size >> step-per-collect means caculating all data in one singe forward. + # batch-size >> step-per-collect means calculating all data in one singe forward. parser.add_argument('--batch-size', type=int, default=99999) parser.add_argument('--training-num', type=int, default=16) parser.add_argument('--test-num', type=int, default=10) diff --git a/examples/mujoco/plotter.py b/examples/mujoco/plotter.py index 39cfbba0e..7454871e7 100755 --- a/examples/mujoco/plotter.py +++ b/examples/mujoco/plotter.py @@ -9,7 +9,7 @@ import matplotlib.ticker as mticker from collections import defaultdict -from tools import find_all_files, group_files, csv2numpy +from tools import find_all_files def smooth(y, radius, mode='two_sided', valid_only=False): @@ -63,6 +63,25 @@ def smooth(y, radius, mode='two_sided', valid_only=False): '#000000', # BLACK ]) + +def csv2numpy(csv_file): + csv_dict = defaultdict(list) + reader = csv.DictReader(open(csv_file)) + for row in reader: + for k, v in row.items(): + csv_dict[k].append(eval(v)) + return {k: np.array(v) for k, v in csv_dict.items()} + + +def group_files(file_list, pattern): + res = defaultdict(list) + for f in file_list: + match = re.search(pattern, f) + key = match.group() if match else '' + res[key].append(f) + return res + + def plot_ax( ax, file_lists, diff --git a/examples/mujoco/tools.py b/examples/mujoco/tools.py index 726cd7427..c4ff6c378 100755 --- a/examples/mujoco/tools.py +++ b/examples/mujoco/tools.py @@ -8,7 +8,6 @@ import numpy as np from typing import Dict, List, Union from tensorboard.backend.event_processing import event_accumulator -from collections import defaultdict def find_all_files(root_dir: str, pattern: re.Pattern) -> List[str]: @@ -21,21 +20,6 @@ def find_all_files(root_dir: str, pattern: re.Pattern) -> List[str]: file_list.append(absolute_path) return file_list -def group_files(file_list, pattern): - res = defaultdict(list) - for f in file_list: - match = re.search(pattern, f) - key = match.group() if match else '' - res[key].append(f) - return res - -def csv2numpy(csv_file): - csv_dict = defaultdict(list) - reader = csv.DictReader(open(csv_file)) - for row in reader: - for k, v in row.items(): - csv_dict[k].append(eval(v)) - return {k: np.array(v) for k, v in csv_dict.items()} def convert_tfevents_to_csv( root_dir: str, refresh: bool = False @@ -101,108 +85,16 @@ def merge_csv( print(f"Output merged csv file to {output_path} with {len(content[1:])} lines.") csv.writer(open(output_path, "w")).writerows(content) -def numerical_anysis(root_dir: str, xlim: int) -> None: - file_pattern = r".*/test_rew_\d+seeds.csv$" - norm_group_pattern = r"(/|^)\w+?\-v(\d|$)" - output_group_pattern = r".*?(?=(/|^)\w+?\-v\d)" - csv_files = find_all_files(root_dir, re.compile(file_pattern)) - norm_group = group_files(csv_files, norm_group_pattern) - output_group = group_files(csv_files, output_group_pattern) - # calculate numerical outcome for each csv_file (y/std integration max_y, final_y) - results = {} - for f in csv_files: - # reader = csv.DictReader(open(f, newline='')) - # result = [] - # for row in reader: - # result.append([row['env_step'], row['rew'], row['rew:shaded']]) - # result = np.array(result).T - # iclip = np.searchsorted(result[0], xlim) - result = csv2numpy(f) - result = np.stack((result['env_step'], result['rew'] - result['rew'][0], result['rew:shaded'])) - iclip = np.searchsorted(result[0], xlim) - - if iclip == 0 or iclip == len(result[0]): - results[f] = None - continue - else: - results[f] = {} - result = result[:, :iclip + 1] - final_rew = np.interp(xlim, result[0], result[1]) - final_rew_std = np.interp(xlim, result[0], result[2]) - result[0, iclip] = xlim - result[1, iclip] = final_rew - result[2, iclip] = final_rew_std - results[f]['final_reward'] = final_rew.astype(float) - max_rew = np.max(result[1]) - results[f]['max_reward'] = max_rew.astype(float) - rew_integration = np.trapz(result[1], x=result[0]) - results[f]['reward_integration'] = rew_integration.astype(float) - std_integration = np.trapz(result[2], x=result[0]) - results[f]['reward_std_integration'] = std_integration.astype(float) - # calculate normalised numerical outcome for each csv_file group - for _, fs in norm_group.items(): - maxres = defaultdict(lambda: -np.inf) - # find max for each key - for f in fs: - if not results[f]: - continue - for k, v in results[f].items(): - maxres[k] = v if maxres[k] < v else maxres[k] - # add normalised numerical outcome - for f in fs: - if not results[f]: - continue - new_dict = results[f].copy() - for k, v in results[f].items(): - new_dict[k + ":normalised"] = v / maxres[k] - results[f] = new_dict - # Add all numerical results for each outcome group - output_group - group_results = {} - for g, fs in output_group.items(): - group_results[g] = defaultdict(lambda: 0) - group_n = 0 - for f in fs: - if not results[f]: - continue - group_n += 1 - for k, v in results[f].items(): - group_results[g][k] += v - for k, v in group_results[g].items(): - group_results[g][k] = v / group_n - group_results[g]['group_n'] += group_n - # print all outputs for each csv_file and each outcome group - for f, numerical_result in results.items(): - print("******* " + f + ":") - print(numerical_result) - for g, numerical_result in group_results.items(): - print("******* " + g + ":") - print(numerical_result) if __name__ == "__main__": parser = argparse.ArgumentParser() - sp = parser.add_subparsers(dest='action') - - merge_parser = sp.add_parser('merge') - merge_parser.add_argument( + parser.add_argument('--root-dir', type=str) + parser.add_argument( '--refresh', action="store_true", help="Re-generate all csv files instead of using existing one.") - merge_parser.add_argument( + parser.add_argument( '--remove-zero', action="store_true", help="Remove the data point of env_step == 0.") - merge_parser.add_argument('--root-dir', type=str) - - analysis_parser = sp.add_parser('analysis') - analysis_parser.add_argument('--xlim', type=int, default=1000000, - help='x-axis limitation (default: None)') - analysis_parser.add_argument('--root-dir', type=str) args = parser.parse_args() - - args.action = "analysis" - args.xlim=1000000 - args.root_dir="/home/huayu/git/tianshou/examples/mujoco/ablation_trpo_last" - if args.action == "merge": - csv_files = convert_tfevents_to_csv(args.root_dir, args.refresh) - merge_csv(csv_files, args.root_dir, args.remove_zero) - elif args.action == "analysis": - numerical_anysis(args.root_dir, args.xlim) + csv_files = convert_tfevents_to_csv(args.root_dir, args.refresh) + merge_csv(csv_files, args.root_dir, args.remove_zero) diff --git a/tianshou/policy/__init__.py b/tianshou/policy/__init__.py index af59cb907..d087a89b1 100644 --- a/tianshou/policy/__init__.py +++ b/tianshou/policy/__init__.py @@ -25,7 +25,6 @@ "QRDQNPolicy", "PGPolicy", "A2CPolicy", - "NPGPolicy", "DDPGPolicy", "PPOPolicy", "TRPOPolicy", From 8d25a291ea3aaba0a2306bbc065ca891d311d80b Mon Sep 17 00:00:00 2001 From: Trinkle23897 Date: Mon, 19 Apr 2021 16:24:15 +0800 Subject: [PATCH 6/7] format --- examples/mujoco/README.md | 32 ++++++++++++++++---------------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/examples/mujoco/README.md b/examples/mujoco/README.md index da7338e2b..c108fb3ab 100644 --- a/examples/mujoco/README.md +++ b/examples/mujoco/README.md @@ -66,7 +66,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai ### DDPG -| Environment | Tianshou (1M) | [SpinningUp (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html) | [TD3 paper (DDPG)](https://arxiv.org/abs/1802.09477) | [TD3 paper (OurDDPG)](https://arxiv.org/abs/1802.09477) | +| Environment | Tianshou (1M) | [Spinning Up (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html) | [TD3 paper (DDPG)](https://arxiv.org/abs/1802.09477) | [TD3 paper (OurDDPG)](https://arxiv.org/abs/1802.09477) | | :--------------------: | :---------------: | :----------------------------------------------------------: | :--------------------------------------------------: | :-----------------------------------------------------: | | Ant | 990.4±4.3 | ~840 | **1005.3** | 888.8 | | HalfCheetah | **11718.7±465.6** | ~11000 | 3305.6 | 8577.3 | @@ -82,7 +82,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai ### TD3 -| Environment | Tianshou (1M) | [SpinningUp (Pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html) | [TD3 paper](https://arxiv.org/abs/1802.09477) | +| Environment | Tianshou (1M) | [Spinning Up (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html) | [TD3 paper](https://arxiv.org/abs/1802.09477) | | :--------------------: | :---------------: | :----------------------------------------------------------: | :-------------------------------------------: | | Ant | **5116.4±799.9** | ~3800 | 4372.4±1000.3 | | HalfCheetah | **10201.2±772.8** | ~9750 | 9637.0±859.1 | @@ -101,7 +101,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai ### SAC -| Environment | Tianshou (1M) | [SpinningUp (Pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html) | [SAC paper](https://arxiv.org/abs/1801.01290) | +| Environment | Tianshou (1M) | [Spinning Up (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html) | [SAC paper](https://arxiv.org/abs/1801.01290) | | :--------------------: | :----------------: | :----------------------------------------------------------: | :-------------------------------------------: | | Ant | **5850.2±475.7** | ~3980 | ~3720 | | HalfCheetah | **12138.8±1049.3** | ~11520 | ~10400 | @@ -142,7 +142,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai | InvertedDoublePendulum | **7726.2±1287.3** | -| Environment | Tianshou (3M) | [SpinningUp (VPG Pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench_vpg.html)[[7]](#footnote7) | +| Environment | Tianshou (3M) | [Spinning Up (VPG PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench_vpg.html)[[7]](#footnote7) | | :--------------------: | :---------------: | :----------------------------------------------------------: | | Ant | **474.9+-133.5** | ~5 | | HalfCheetah | **884.0+-41.0** | ~600 | @@ -168,7 +168,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai ### A2C -| Environment | Tianshou (3M) | [Spinning Up(Pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench_vpg.html) | +| Environment | Tianshou (3M) | [Spinning Up (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench_vpg.html) | | :--------------------: | :----------------: | :----------------------------------------------------------: | | Ant | **5236.8+-236.7** | ~5 | | HalfCheetah | **2377.3+-1363.7** | ~600 | @@ -197,7 +197,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai #### Hints for A2C 1. We choose `clip` action method in A2C instead of `tanh` option as used in REINFORCE simply to be consistent with original implementation. `tanh` may be better or equally well but we didn't have a try. -2. (Initial) learning rate, lr decay, `step-per-collect` and `training-num` affect the performance of A2C to a great extend. These 4 hyperparameters also affect each other and should be tuned together. We have done full scale ablation studies on these 4 hyperparameters (more than 800 agents have been trained). Below are our findings. +2. (Initial) learning rate, lr\_decay, `step-per-collect` and `training-num` affect the performance of A2C to a great extend. These 4 hyperparameters also affect each other and should be tuned together. We have done full scale ablation studies on these 4 hyperparameters (more than 800 agents have been trained). Below are our findings. 3. `step-per-collect` / `training-num` are equal to `bootstrap-lenghth`, which is the max length of an "episode" used in GAE estimator and 80/16=5 in default settings. When `bootstrap-lenghth` is small, (maybe) because GAE can look forward at most 5 steps and use bootstrap strategy very often, the critic is less well-trained leading the actor to a not very high score. However, if we increase `step-per-collect` to increase `bootstrap-lenghth` (e.g. 256/16=16), actor/critic will be updated less often, resulting in low sample efficiency and slow training process. To conclude, If you don't restrict env timesteps, you can try using larger `bootstrap-lenghth` and train with more steps to get a better converged score. Train slower, achieve higher. 4. The learning rate 7e-4 with decay strategy is appropriate for `step-per-collect=80` and `training-num=16`. But if you use a larger `step-per-collect`(e.g. 256 - 2048), 7e-4 is a little bit small for `lr` because each update will have more data, less noise and thus smaller deviation in this case. So it is more appropriate to use a higher learning rate (e.g. 1e-3) to boost performance in this setting. If plotting results arise fast in early stages and become unstable later, consider lr decay first before decreasing lr. 5. `max-grad-norm` didn't really help in our experiments. We simply keep it for consistency with other open-source implementations (e.g. SB3). @@ -207,7 +207,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai ### PPO -| Environment | Tianshou (1M) | [ikostrikov/pytorch-a2c-ppo-acktr-gail](https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail) | [PPO paper](https://arxiv.org/pdf/1707.06347.pdf) | [baselines](http://htmlpreview.github.io/?https://github.com/openai/baselines/blob/master/benchmarks_mujoco1M.htm) | [spinningup(pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench_ppo.html) | +| Environment | Tianshou (1M) | [ikostrikov/pytorch-a2c-ppo-acktr-gail](https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail) | [PPO paper](https://arxiv.org/pdf/1707.06347.pdf) | [OpenAI Baselines](https://github.com/openai/baselines/blob/master/benchmarks_mujoco1M.htm) | [Spinning Up (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench_ppo.html) | | :--------------------: | :----------------: | :----------------------------------------------------------: | :-----------------------------------------------: | :----------------------------------------------------------: | :----------------------------------------------------------: | | Ant | **3258.4+-1079.3** | N | N | N | ~650 | | HalfCheetah | **5783.9+-1244.0** | ~3120 | ~1800 | ~1700 | ~1670 | @@ -219,7 +219,7 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai | InvertedPendulum | **1000.0+-0.0** | N | **~1000** | ~940 | N | | InvertedDoublePendulum | **9231.3+-270.4** | N | ~8000 | ~7350 | N | -| Environment | Tianshou (3M) | [Spinning Up(Pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench_ppo.html) | +| Environment | Tianshou (3M) | [Spinning Up (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench_ppo.html) | | :--------------------: | :----------------: | :----------------------------------------------------------: | | Ant | **4079.3+-880.2** | ~3000 | | HalfCheetah | **7337.4+-1508.2** | ~3130 | @@ -235,14 +235,14 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai #### Hints for PPO 1. Following [Andrychowicz, Marcin, et al](https://arxiv.org/abs/2006.05990) Sec 3.5, we use "recompute advantage" strategy, which contributes a lot to our SOTA benchmark. However, I personally don't quite agree with their explanation about why "recompute advantage" helps. They stated that it's because old strategy "makes it impossible to compute advantages as the temporal structure is broken", but PPO's update equation is designed to learn from slightly-outdated advantages. I think the only reason "recompute advantage" works is that it update the critic several times rather than just one time per update, which leads to a better value function estimation. -2. We have done full scale ablation studies of PPO algorithm's hyperparameters. Here are our findings: In mujoco settings, `value-clip` and `norm-adv` may help a litte bit in some games (e.g. `norm-adv` helps stabilize training in InvertedPendulum-v2), but they make no difference to overall performance. So in our benchmark we do not use such tricks. We validate that setting `ent-coef` to 0.0 rather than 0.01 will increase overall performance in mujoco environments. `max-grad-norm` still offers no help for PPO algorithm, but we still keep it for consistency. +2. We have done full scale ablation studies of PPO algorithm's hyperparameters. Here are our findings: In Mujoco settings, `value-clip` and `norm-adv` may help a litte bit in some games (e.g. `norm-adv` helps stabilize training in InvertedPendulum-v2), but they make no difference to overall performance. So in our benchmark we do not use such tricks. We validate that setting `ent-coef` to 0.0 rather than 0.01 will increase overall performance in mujoco environments. `max-grad-norm` still offers no help for PPO algorithm, but we still keep it for consistency. 3. [Andrychowicz, Marcin, et al](https://arxiv.org/abs/2006.05990)'s work indicates that using `gae-lambda` 0.9 and changing policy network's width based on which game you play (e.g. use [16, 16] `hidden-sizes` for `actor` network in HalfCheetah and [256, 256] for Ant) may help boost performance. Our ablation studies say otherwise: both options may lead to equal or lower performance overall in our experiments. We are not confident about this claim because we didn't change learning rate and other maybe-correlated factors in our experiments. So if you want, you can still have a try. 4. `batch-size` 128 and 64 (default) work equally well. Changing `training-num` alone slightly (maybe in range [8, 128]) won't affect performance. For bound action method, both `clip` and `tanh` work quite well. 5. In OPENAI implementations of PPO, they multiply value loss with a factor of 0.5 for no good reason (see this [issue](https://github.com/openai/baselines/issues/445#issuecomment-777988738)). We do not do so and therefore make our `vf-coef` 0.25 (half of standard 0.5). However, since value loss is only used to optimize `critic` network, setting different `vf-coef` should in theory make no difference if using Adam optimizer. ### TRPO -|Environment| Tianshou| [ACKTR paper](https://arxiv.org/pdf/1708.05144.pdf)| [PPO paper](https://arxiv.org/pdf/1707.06347.pdf)|[baselines](http://htmlpreview.github.io/?https://github.com/openai/baselines/blob/master/benchmarks_mujoco1M.htm)|[spinningup(pytorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html)| +|Environment| Tianshou| [ACKTR paper](https://arxiv.org/pdf/1708.05144.pdf)| [PPO paper](https://arxiv.org/pdf/1707.06347.pdf)|[OpenAI Baselines](https://github.com/openai/baselines/blob/master/benchmarks_mujoco1M.htm)|[Spinning Up (PyTorch)](https://spinningup.openai.com/en/latest/spinningup/bench.html)| | :---------------: | :---------------: | :---------------: | :---------------: | :---------------: |:---------------: | |Ant|**2866.7±707.9** | ~0 | N | N | ~150 | |HalfCheetah|**4471.2±804.9** | ~400 | ~0| ~1350 | ~850 | @@ -257,14 +257,14 @@ For pretrained agents, detailed graphs (single agent, single game) and log detai \* details[[4]](#footnote4)[[5]](#footnote5) #### Hints for TRPO -1. We have tried `step-per-collect` in (80, 1024, 2048, 4096), and `training-num` in (4, 16, 32, 64), and found out 1024 for `step-per-collect` (same as openai baselines) and smaller `training-num` (below 16) are good choices. Set `training-num` to 4 is actually better but we still use 16 considering its training speed boost. +1. We have tried `step-per-collect` in (80, 1024, 2048, 4096), and `training-num` in (4, 16, 32, 64), and found out 1024 for `step-per-collect` (same as OpenAI Baselines) and smaller `training-num` (below 16) are good choices. Set `training-num` to 4 is actually better but we still use 16 considering the boost of training speed. 2. Advantage normalization is a standard trick in TRPO, but we found it of minor help, just like in PPO. -3. Larger `optim-critic-iters` (than 5, as used in openai baselines) helps in most environments. Smaller lr and learning decay strategy also help a tiny little bit. +3. Larger `optim-critic-iters` (than 5, as used in OpenAI Baselines) helps in most environments. Smaller lr and lr\_decay strategy also help a tiny little bit for performance. 4. `gae-lambda` 0.98 and 0.95 work equally well. -5. We use gae returns (GAE advantage + value) as the target of critic network when updating, while normally people tend to use reward to go(lambda = 0.) as target. We found that they work equally well although using gae returns is a little bit inaccurate(biased) by math. -6. Emperically, Simmer-v3 usually requires larger bootstrap lengths and learning rate. Humanoid-v3/InvertedPendulum-v2, however, are the opposite. -7. In constrast with statement made in TRPO paper, we found that backtracking in line search is rarely used as least in mujoco settings, which is actually unimportant. This makes TRPO algorithm actually the same as TNPG algorithm (described in this [paper](http://proceedings.mlr.press/v48/duan16.html)). This also explains why TNPG and TRPO's plotting results look so similar in that paper. -8. Trick: "recompute advantage", which is helpful in PPO, doesn't really help in TRPO. +5. We use GAE returns (GAE advantage + value) as the target of critic network when updating, while people usually tend to use reward to go (lambda = 0.) as target. We found that they work equally well although using GAE returns is a little bit inaccurate (biased) by math. +6. Empirically, Swimmer-v3 usually requires larger bootstrap lengths and learning rate. Humanoid-v3 and InvertedPendulum-v2, however, are on the opposite. +7. In contrast, with the statement made in TRPO paper, we found that backtracking in line search is rarely used at least in Mujoco settings, which is actually unimportant. This makes TRPO algorithm actually the same as TNPG algorithm (described in this [paper](http://proceedings.mlr.press/v48/duan16.html)). This also explains why TNPG and TRPO's plotting results look so similar in that paper. +8. "recompute advantage" is helpful in PPO but doesn't help in TRPO. ## Note From 764376061c275de621cff74d826a8bcb09feb239 Mon Sep 17 00:00:00 2001 From: Trinkle23897 Date: Mon, 19 Apr 2021 16:40:39 +0800 Subject: [PATCH 7/7] fix readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 92be4178c..861788514 100644 --- a/README.md +++ b/README.md @@ -41,7 +41,7 @@ Here is Tianshou's other features: - Elegant framework, using only ~3000 lines of code -- State-of-the-art [MuJoCo benchmark](https://github.com/thu-ml/tianshou/tree/master/examples/mujoco) for REINFORCE/A2C/PPO/DDPG/TD3/SAC algorithms +- State-of-the-art [MuJoCo benchmark](https://github.com/thu-ml/tianshou/tree/master/examples/mujoco) for REINFORCE/A2C/TRPO/PPO/DDPG/TD3/SAC algorithms - Support parallel environment simulation (synchronous or asynchronous) for all algorithms [Usage](https://tianshou.readthedocs.io/en/latest/tutorials/cheatsheet.html#parallel-sampling) - Support recurrent state representation in actor network and critic network (RNN-style training for POMDP) [Usage](https://tianshou.readthedocs.io/en/latest/tutorials/cheatsheet.html#rnn-style-training) - Support any type of environment state/action (e.g. a dict, a self-defined class, ...) [Usage](https://tianshou.readthedocs.io/en/latest/tutorials/cheatsheet.html#user-defined-environment-and-different-state-representation)