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Commits on Mar 21, 2022

• Faster mean field dynamic routing game testing by removing expensive Nash conv computation.

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• Ensure TradeComm has both information state and observation (strings and tensors), despite currently being the same.

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• Fix comment in MCTS agent.

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Commits on Mar 17, 2022

• Update links to tutorial video and slides to 2022 edition.

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• Added gradient clipping to DQN agent for more stable training.

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Commits on Mar 15, 2022

• Merge pull request #803 from deepmind:lanctot-patch-tutorial

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• Add MCTS RL agent wrapper that calls the MCTS bot.

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• Add support to return GAMUT games as MatrixGame and TensorGame types.

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• Added the example for deep fictitious play using DQN agents. This also changes

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• Add OpenSpielTutorial notebook

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Commits on Mar 7, 2022

• Merge pull request #797 from aaronsnoswell:Fix-#792

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• Add Sioux Falls network for the dynamic routing game.

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Commits on Feb 28, 2022

• Expand documentation for ChanceMode enum.

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Commits on Feb 27, 2022

• Add license header to shared_value.py.

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• Add mention of other language APIs in the developer guide.

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• Merge pull request #795 from aaronsnoswell:fix-794-windows-build-errors

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• Change pathfinding to use ego-centric ordering of player planes.

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• Merge pull request #790 from deepmind:lanctot-patch-26

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• Updated the predator and prey game such that the string representations of the states are cached and the distribution is not (deep) copied when we clone a state (e.g. a child state is generated by …

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• Optimizations for the dynamic routing game. In particular, we cache the string

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• Fixed log term when there are illegal actions in JAX implementation of DQN

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Commits on Feb 25, 2022

• Fix #794

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Commits on Feb 21, 2022

• Update version number for upcoming release

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• Fix typo in CMake script.

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• Fix mfg factory import.

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• Added separate example programs for running fictitious play and mirror descent

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• Added a factory method to create MFG games with pre-defined settings.

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• Moved the method to create the default metric writer to a separate file under

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• Added the implementation of Boltzmann DQN agent. We use the existing DQN agent

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• Add game: gridworld pathfinding.

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• Added a utility function to generate the string representation of the forbidden

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Commits on Feb 14, 2022

• Add missing includes for absl::BitGen and absl::Uniform.

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Commits on Feb 13, 2022

• Implementation of the deep online mirror descent algorithm.

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• Internal Google change

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• Merge pull request #782 from maxspahn:ft-quoridor-four-player

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