QRelation
所属分类：内容生成
开发工具：Python
文件大小：0KB
下载次数：0
上传日期：2022-05-11 02:37:52
上 传 者：
sh-1993
说明： 这是论文的源代码“沈思奇，刘军，邱孟伟，刘卫全，王成，傅永泉，王庆林，彭乔，QRe...，
(This is the source code of the paper "Siqi Shen, Jun Liu, Mengwei Qiu, Weiquan Liu, Cheng Wang, Yongquan Fu, Qinglin Wang, Peng Qiao, QRelation: An Agent Relation-Based Approach for Multi-Agent Reinforcement Learning Value Function Factorization, ICASSP 2022. If you use the code in your publication, please cite our paper.")
文件列表:
src/ (0, 2022-05-10)
src/__init__.py (0, 2022-05-10)
src/components/ (0, 2022-05-10)
src/components/__init__.py (0, 2022-05-10)
src/components/action_selectors.py (2514, 2022-05-10)
src/components/env_stats_aggregators.py (320, 2022-05-10)
src/components/episode_buffer.py (10894, 2022-05-10)
src/components/epsilon_schedules.py (770, 2022-05-10)
src/components/transforms.py (568, 2022-05-10)
src/config/ (0, 2022-05-10)
src/config/algs/ (0, 2022-05-10)
src/config/algs/QRelation.yaml (1074, 2022-05-10)
src/config/algs/qatten.yaml (557, 2022-05-10)
src/config/algs/qmix.yaml (463, 2022-05-10)
src/config/algs/qplex.yaml (644, 2022-05-10)
src/config/algs/qtran.yaml (643, 2022-05-10)
src/config/algs/sac.yaml (676, 2022-05-10)
src/config/algs/vdn.yaml (402, 2022-05-10)
src/config/algs/vdn_beta.yaml (434, 2022-05-10)
src/config/algs/vdn_smac.yaml (402, 2022-05-10)
src/config/algs/vmix.yaml (905, 2022-05-10)
src/config/default.yaml (3276, 2022-05-10)
src/config/envs/ (0, 2022-05-10)
src/config/envs/ghost_hunt.yaml (4008, 2022-05-10)
src/config/envs/pred_prey_punish.yaml (4167, 2022-05-10)
src/config/envs/sc2.yaml (823, 2022-05-10)
src/config/envs/sc2_beta.yaml (800, 2022-05-10)
src/config/envs/stag_hunt.yaml (4273, 2022-05-10)
src/controllers/ (0, 2022-05-10)
src/controllers/__init__.py (116, 2022-05-10)
src/controllers/basic_controller.py (5827, 2022-05-10)
src/envs/ (0, 2022-05-10)
src/envs/__init__.py (472, 2022-05-10)
src/envs/matrix_game/ (0, 2022-05-10)
src/envs/matrix_game/__init__.py (47, 2022-05-10)
src/envs/matrix_game/matrix_game_simple.py (2173, 2022-05-10)
src/envs/multiagentenv.py (1787, 2022-05-10)
... ...
# QRelation
This is the source code of the paper "Siqi Shen, Jun Liu, Mengwei Qiu, Weiquan Liu, Cheng Wang, Yongquan Fu, Qinglin Wang, Peng Qiao, QRelation: An Agent Relation-Based Approach for Multi-Agent Reinforcement Learning Value Function Factorization, ICASSP 2022. If you use the code in your publication, please cite our paper."
This codebase is based on PyMARL, SMAC,and Qatten codebases which are open-sourced.
How to Run an experiment:
Python3 src/main.py --config=QRelation --env-config=sc2 with env_args.map_name=MMM2 t_max=2010000
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