pytorch / pytorch/rl

[Feature Request] MCTS Issue tracker

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#2,357 3 comments 0 reactions 1 assignee View on GitHub

@vmoens is already working on this.

Since Aug 4, 2024.

enhancement
Dominant language
Python
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Merged PRs (30d)
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Description

  • break_when_all_done in env.rollout() #2355
  • Partial steps in env #2356
    • BatchedEnv: pass the indices of envs where a step should be done
    • BatchedEnv: index a BatchedEnv
    • Stateless env: discard done parts of the TD
  • Scores #2358
    • PUCT (missing tests)
    • UCB (missing tests)
    • UCB1_TUNED
    • EXP3
    • PUCT_VARIANT
  • TensorSpec.enumerate()
  • Storage
    • Hashing functions #2304
    • Query modules #2305
    • Map #2306
    • MCTSForest #2307
  • Policy classes #2359
    • MCTSPolicyBase
    • MCTSPolicy
    • AlphaGoPolicy
    • AlphaStarPolicy
    • MuZeroPolicy

cc @dtsaras @mjlaali

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