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Commits on Dec 5, 2019

• Game transformation to map cooperative games to an MDP (single-player game)

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• Re-enable ACPC, using the version compiled in C++ with namespaces.

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• Temporarily disable ACPC.

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• Remove the GameTree indirection.

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• Enable more tests on universal poker and expose 2 bugs.

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• Add function to compute a distribution over world states from an information state given opponent policies

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• Make the ACPCGame reference const everywhere.

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• Clean up game_tree.cc.

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• Simplifies CardSet by documenting a few methods and removing unused ones.

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• Remove BettingTree and GameTree classes in favor of acpc_cpp::Game.

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• Remove the player_id from MCTS, which means one instance can play all sides.

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Commits on Dec 4, 2019

• Fix the hanabi configuration.

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• Flatten the nesting of classes in Universal Poker.

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• Make the Universal Poker State and Game explicit, and fix loading a game from a gamedef.

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• Fixes a few imports and initialization ordering in the Universal Poker code.

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• Extends ExpectedReturns to support non-tabular policies.

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• Update scenarios to new bot interface

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• Update HumanBot to new bot interface

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• bot.step(state) is assumed to return an Action here.

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Commits on Dec 2, 2019

• Add ObservationString, ObservationTensor, and ObservationTensorShape to Goofspiel and make both tensors observing player-relative

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• Reformat the Universal Poker so it can be loaded as a Jupiter notebook within Google.

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• Observation for liars dice

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• Fix Phantom Tic-Tac-Toe observation.

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• Project-wide formatting of C++ and Python files.

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• Adds test to verify that ResampleFromInfostate can be called from Python.

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• Rename SampleChanceOutcome -> SampleAction

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• Removes spurious logging from PolicyBot.

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• add support for observations for simultaneous to turn based transform

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• Update oshi_zumo to change information state -> observation

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• Remove handling simultaneous moves in value iteration from call for contributions since it was added (to the python value iteration) a while back.

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• Remove explicit note containing URL since there's already a url field.

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• InformationState -> Observation in backgammon, breakthrough, markov_soccer and pig

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• Adds way to pass RNGs through from Python to C++.

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• Change Infoset Tensor to an Observation tensor in chess.

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• Implements ResampleFromInfostate for Kuhn and Leduc.

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