Lightzero

Latest version: v0.0.5

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2024.04.12

- env: MemoryEnv (197)
- env: mountain_car (181)
- algo: Gumbel AlphaZero in ctree (212)
- feature: add ZeroPal and discord link (209)
- feature: add eval_offline option (188)
- feature: save the updated searched policy and value to the buffer during reanalyze (190)
- feature: add muzero visualization (181)
- feature: add efficientzero tictactoe configs (204)
- feature: add 2 mcts related iclr2024 papers
- polish: add load pretrained model option in test_game_segment (194)
- polish: polish _forward_learn() and some data process operations (191)
- polish: add customization documentation section in readme
- fix: fix sync_gradients and log in DDP settings (200)
- fix: fix channel_last bug
- fix: fix total_episode_count bug in collector
- fix: fix memory_lightzero_env return bug
- fix: fix obs_max_scale bug in memory_env
- style: add unittest for game_buffer_muzero (186)

2024.02.08

- polish: add agent configurations & polish replay video saving method (184)
- polish: polish comments in worker files
- polish: polish comments in tree search files (185)
- polish: rename mcts_mode to battle_mode_in_simulation_env, add sampled alphazero config for tictactoe (179)
- polish: polish redundant data squeeze operations (177)
- polish: polish the continuous action process in sez model
- polish: polish bipedalwalker env
- fix: fix completed value inf bug when zero exists in action_mask in gumbel muzero (178)
- fix: fix render settings when using gymnasium (173)
- fix: fix lstm_hidden_size in sampled_efficientzero_model.py
- fix: fix action_mask in bipedalwalker_cont_disc_env, fix device bug in sampled efficientzero (168)

2023.12.07

- env: MiniGrid env (110)
- env: Bsuite env (110)
- env: GoBigger env (39)
- algo: RND+MuZero (110)
- algo: Sampled AlphaZero (141)
- algo: Multi-Agent MuZero/EfficientZero (39)
- feature: add ctree version of mcts in alphazero (142)
- feature: upgrade the dependency on gym with gymnasium (150)
- feature: add agent class to support LightZero's HuggingFace Model Zoo (163)
- feature: add recent MCTS-related papers in readme (159)
- feature: add muzero config for connect4 (107)
- feature: added CONTRIBUTING.md (119)
- feature: added .gitpod.yml and .gitpod.Dockerfile (123)
- feature: added contributors subsection in README (132)
- feature: added CODE_OF_CONDUCT.md (127)
- polish: refine comments and render_eval configs for various common envs (154) (161)
- polish: polish action_type and env_type, fix test.yml, fix unittest (160)
- polish: update env and algo tutorial doc (106)
- polish: polish gomoku env (141)
- polish: add random_policy support for continuous env (118)
- polish: polish simulation method of ptree_az (120)
- polish: polish comments of game_segment_to_array
- fix: fix render method for various common envs (154) (161)
- fix: fix gumbel muzero collector bug, fix gumbel typo (144)
- fix: fix assert bug in game_segment.py (138)
- fix: fix visit_count_distributions name in muzero_evaluator
- fix: fix mcts and alphabeta bot unittest (120)
- fix: fix typos in ptree_mz.py (113)
- fix: fix root_sampled_actions_tmp shape bug in sez ptree
- fix: fix policy utils unittest
- fix: fix typo in readme and add a 'back to top' button in readme (104) (109) (111)
- style: add nips2023 paper link

2023.09.21

- env: MuJoCo env (50)
- env: 2048 env (64)
- env: Connect4 env (63)
- algo: Gumbel MuZero (22)
- algo: Stochastic MuZero (64)
- feature: add Dockerfile and its usage instructions (95)
- feature: add doc about how to customize envs and algos (78)
- feature: add pytorch ddp support (68)
- feature: add eps greedy and random collect option in train_muzero_entry (54)
- feature: add atari visualization option (40)
- feature: add log_buffer_memory_usage utils (30)
- polish: polish mcts and ptree_az (57) (61)
- polish: polish readme (36) (47) (51) (77) (95) (96)
- polish: update paper notes (89) (91)
- polish: polish model and configs (26) (27) (50)
- fix: fix priority bug in muzero collector (74)
- style: update github action (71) (72) (73) (81) (83) (84) (90)

2023.04.14

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