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| Catcher | DQN | DDQN | Averaged DQN | Maxmin DQN |
|---|---|---|---|---|
| lr | 0.0001 | 0.0001 | 0.0001 | 0.0003 |
| target_networks_num | / | / | 2 | 6 |
| Lunarlander | DQN | DDQN | Averaged DQN | Maxmin DQN |
|---|---|---|---|---|
| lr | 0.0003 | 0.0003 | 0.0003 | 0.001 |
| target_networks_num | / | / | 4 | 3 |
| Pixelcopter | DQN | DDQN | Averaged DQN | Maxmin DQN |
|---|---|---|---|---|
| lr | 3e-05 | 3e-05 | 3e-05 | 0.0003 |
| target_networks_num | / | / | 7 | 6 |
| Space Invaders | DQN | DDQN | Averaged DQN | Maxmin DQN |
|---|---|---|---|---|
| lr | 0.0003 | |||
| target_networks_num | / | / | / | / |
| Seaquest | DQN | DDQN | Averaged DQN | Maxmin DQN |
|---|---|---|---|---|
| lr | 0.0001 | |||
| target_networks_num | / | / | / | / |
| Asterix | DQN | DDQN | Averaged DQN | Maxmin DQN |
|---|---|---|---|---|
| lr | 0.0001 | |||
| target_networks_num | / | / | / | / |
| Breakout | DQN | DDQN | Averaged DQN | Maxmin DQN |
|---|---|---|---|---|
| lr | 0.001 | |||
| target_networks_num | / | / | / | / |
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