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v0.0.3

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@puyuan1996 puyuan1996 released this 07 Dec 08:27
· 88 commits to main since this release

Env

  1. MiniGrid env (#110)
  2. Bsuite env (#110)
  3. GoBigger env (#39)

Algorithm

  1. Sampled AlphaZero (#141)
  2. MuZero+RND (#110)
  3. Multi-Agent MuZero/EfficientZero (#39)

Enhancement

  1. add ctree version of mcts in alphazero (#142)
  2. upgrade the dependency on gym with gymnasium (#150)
  3. add agent class to support LightZero's HuggingFace Model Zoo (#163)
  4. add recent MCTS-related papers in readme (#159)
  5. add muzero config for connect4 (#107)
  6. add CONTRIBUTING.md (#119)
  7. add .gitpod.yml and .gitpod.Dockerfile (#123)
  8. add contributors subsection in README (#132)
  9. add CODE_OF_CONDUCT.md (#127)
  10. polish comments and render_eval configs for various common envs (#154) (#161)
  11. polish action_type and env_type, fix test.yml, fix unittest (#160)
  12. update env and algo tutorial doc (#106)
  13. polish gomoku env (#141)
  14. add random_policy support for continuous env (#118)
  15. polish simulation method of ptree_az (#120)
  16. polish comments of game_segment_to_array

Fix

  1. fix render method for various common envs (#154) (#161)
  2. fix gumbel muzero collector bug, fix gumbel typo (#144)
  3. fix assert bug in game_segment.py (#138)
  4. fix visit_count_distributions name in muzero_evaluator
  5. fix mcts and alphabeta bot unittest (#120)
  6. fix typos in ptree_mz.py (#113)
  7. fix root_sampled_actions_tmp shape bug in sez ptree
  8. fix policy utils unittest
  9. fix typo in readme and add a 'back to top' button in readme (#104) (#109) (#111)

Style

  1. add NeurIPS 2023 paper link

News

  1. NeurIPS 2023 Spotlight: LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Full Changelog: v0.0.2...v0.0.3

Contributors: @PaParaZz1 @karroyan @nighood @jayyoung0802 @timothijoe @TuTuHuss @HarryXuancy @puyuan1996 @HansBug @mohitd404 @@PentesterPriyanshu @0Armaan025 @prajjwalyd @suravshresth @sohamtembhurne @eltociear