Google Research Football: A Novel Reinforcement Learning Environment

25 July 2019

Olivier Bachem

Papers citing "Google Research Football: A Novel Reinforcement Learning Environment"

50 / 217 papers shown

Title
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization Junjie Sheng Wenhao Li Bo Jin H. Zha Jun Wang Xiangfeng Wang 16 1 0 08 Jun 2023
Progression Cognition Reinforcement Learning with Prioritized Experience for Multi-Vehicle Pursuit Xinhang Li Yiying Yang Zheng Yuan Zhe Wang Qinwen Wang Chen Xu Lei Li Jianhua He Lin Zhang 20 2 0 08 Jun 2023
TorchRL: A data-driven decision-making library for PyTorch Albert Bou Matteo Bettini Sebastian Dittert Vikash Kumar Shagun Sodhani Xiaomeng Yang Gianni De Fabritiis Vincent Moens OffRL AI4CE 22 37 0 01 Jun 2023
Adaptive Coordination in Social Embodied Rearrangement Andrew Szot Unnat Jain Dhruv Batra Z. Kira Ruta Desai Akshara Rai 42 13 0 31 May 2023
Action valuation of on- and off-ball soccer players based on multi-agent deep reinforcement learning Hiroshi Nakahara Kazushi Tsutsui K. Takeda Keisuke Fujii OffRL 43 9 0 29 May 2023
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? Yihe Zhou Shunyu Liu Yunpeng Qing Kaixuan Chen Tongya Zheng Yanhao Huang Jie Song 31 18 0 27 May 2023
Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations Keisuke Fujii Kazushi Tsutsui Atom Scott Hiroshi Nakahara Naoya Takeishi Yoshinobu Kawahara 29 6 0 22 May 2023
An Empirical Study on Google Research Football Multi-agent Scenarios Yan Song He Jiang Zheng Tian Haifeng Zhang Yingping Zhang Jiangcheng Zhu Zonghong Dai Weinan Zhang Jun Wang 39 5 0 16 May 2023
More Like Real World Game Challenge for Partially Observable Multi-Agent Cooperation Meng Yao Xueou Feng Qiyue Yin 16 0 0 15 May 2023
Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent Systems Bin Zhang Hangyu Mao Lijuan Li Zhiwei Xu Dapeng Li Rui Zhao Guoliang Fan OffRL 33 5 0 13 May 2023
From Explicit Communication to Tacit Cooperation:A Novel Paradigm for Cooperative MARL Dapeng Li Zhiwei Xu Bin Zhang Guoliang Fan 46 7 0 28 Apr 2023
Games for Artificial Intelligence Research: A Review and Perspectives Chengpeng Hu Yunlong Zhao Ziqi Wang Haocheng Du Jialin Liu AI4CE 35 13 0 26 Apr 2023
Mastering Asymmetrical Multiplayer Game with Multi-Agent Asymmetric-Evolution Reinforcement Learning Chenglu Sun Yi-cui Zhang Yu Zhang Ziling Lu Jingbin Liu Si-Qi Xu Weidong Zhang 25 0 0 20 Apr 2023
Heterogeneous-Agent Reinforcement Learning Yifan Zhong J. Kuba Xidong Feng Siyi Hu Jiaming Ji Yaodong Yang 20 36 0 19 Apr 2023
Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football Chaoyi Gu V. D. Silva Corentin Artaud Rafael Pina 16 1 0 25 Mar 2023
NeuronsMAE: A Novel Multi-Agent Reinforcement Learning Environment for Cooperative and Competitive Multi-Robot Tasks Guangzhen Hu Haoran Li Shasha Liu Mingjun Ma Yuanheng Zhu Dongbin Zhao OffRL 34 6 0 22 Mar 2023
A Survey of Demonstration Learning André Rosa de Sousa Porfírio Correia Luís A. Alexandre OffRL 36 17 0 20 Mar 2023
Model-Based Decentralized Policy Optimization Hao Luo Jiechuan Jiang Zongqing Lu 21 0 0 16 Feb 2023
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play Fanqing Lin Shiyu Huang Tim Pearce Wenze Chen Weijuan Tu 26 17 0 15 Feb 2023
Order Matters: Agent-by-agent Policy Optimization Xihuai Wang Zheng Tian Bo Liu Ying Wen Jun Wang Weinan Zhang 25 26 0 13 Feb 2023
Learning cooperative behaviours in adversarial multi-agent systems Ni Wang Gautham P. Das Alan G. Millard 14 0 0 10 Feb 2023
Towards Skilled Population Curriculum for Multi-Agent Reinforcement Learning R. Wang Longtao Zheng Wei Qiu Bowei He Bo An Zinovi Rabinovich Yujing Hu Yingfeng Chen Tangjie Lv Changjie Fan 33 1 0 07 Feb 2023
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with Sim2Real Policy Learning Haoran Li Shasha Liu Mingjun Ma Guangzheng Hu Yaran Chen Dong Zhao 27 3 0 07 Feb 2023
Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning Hadi Nekoei Akilesh Badrinaaraayanan Amit Sinha Mohammad Amini Janarthanan Rajendran Aditya Mahajan Sarath Chandar 31 13 0 06 Feb 2023
Best Possible Q-Learning Jiechuan Jiang Zongqing Lu OffRL 22 5 0 02 Feb 2023
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks Christopher W. F. Parsonson Zacharaya Shabka Alessandro Ottino G. Zervas 34 0 0 31 Jan 2023
DIFFER: Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning Xu Hu Jian Zhao Wen-gang Zhou Ruili Feng Houqiang Li 37 1 0 25 Jan 2023
Heterogeneous Multi-Robot Reinforcement Learning Matteo Bettini Ajay Shankar Amanda Prorok 22 40 0 17 Jan 2023
Emergent collective intelligence from massive-agent cooperation and competition H. Chen Stone Tao Jiaxin Chen Weihan Shen Xihui Li Chenghui Yu Sikai Cheng Xiaolong Zhu Xiu Li 13 4 0 04 Jan 2023
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya-Qin Zhang Yixin Chen Dacheng Tao OffRL 27 25 0 29 Dec 2022
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning Benjamin Ellis Jonathan Cook S. Moalla Mikayel Samvelyan Mingfei Sun Anuj Mahajan Jakob N. Foerster Shimon Whiteson 19 83 0 14 Dec 2022
Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning M. Ibrahim Ammar Fayad 24 1 0 14 Dec 2022
Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values Giorgio Angelotti Natalia Díaz Rodríguez 15 7 0 06 Dec 2022
ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Chuming Li Jie Liu Yinmin Zhang Yuhong Wei Yazhe Niu Yaodong Yang Y. Liu Wanli Ouyang 46 23 0 29 Nov 2022
A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract) Li Huang Nai-Zen Hseuh Yen-Che Chien Wei-Yao Wang Kuang-Da Wang Wenxia Peng OffRL 32 5 0 22 Nov 2022
Reward Gaming in Conditional Text Generation Richard Yuanzhe Pang Vishakh Padmakumar Thibault Sellam Ankur P. Parikh He He 35 24 0 16 Nov 2022
Progress and summary of reinforcement learning on energy management of MPS-EV Jincheng Hu Yang Lin Liang Chu Zhuoran Hou Jihan Li Jingjing Jiang Yuanjian Zhang 18 11 0 08 Nov 2022
Graph-Based Multi-Camera Soccer Player Tracker J. Komorowski Grzegorz Kurzejamski 27 3 0 03 Nov 2022
Teacher-student curriculum learning for reinforcement learning Yanick Schraner OffRL 37 2 0 31 Oct 2022
Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning Shijie Han Siyuan Li Bo An Wei Zhao P. Liu 32 0 0 24 Oct 2022
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables Mengdi Xu Peide Huang Yaru Niu Visak C. V. Kumar Jielin Qiu ... Kuan-Hui Lee Xuewei Qi H. Lam Bo-wen Li Ding Zhao OOD 62 9 0 21 Oct 2022
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning Yiqun Chen Hangyu Mao Jiaxin Mao Shiguang Wu Tianle Zhang Bin Zhang Bin Wang Hong Chang OffRL 36 7 0 17 Oct 2022
Rethinking Trajectory Prediction via "Team Game" Zikai Wei Xinge Zhu Bo Dai Dahua Lin AI4CE 22 0 0 17 Oct 2022
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library Siyi Hu Yifan Zhong Minquan Gao Weixun Wang Hao Dong Xiaodan Liang Zhihui Li Xiaojun Chang Yaodong Yang 15 14 0 11 Oct 2022
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward Zixian Ma Rose E. Wang Li Fei-Fei Michael S. Bernstein Ranjay Krishna 21 16 0 09 Oct 2022
Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games Hui Bai R. Shen Yue Lin Bo Xu Ran Cheng VLM 31 5 0 21 Sep 2022
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning Hua Wei Jingxiao Chen Xiyang Ji Hongyang Qin Minwen Deng ... Lin Liu Lanxiao Huang Deheng Ye Qiang Fu Wei Yang 35 27 0 18 Sep 2022
Red Teaming with Mind Reading: White-Box Adversarial Policies Against RL Agents Stephen Casper Taylor Killian Gabriel Kreiman Dylan Hadfield-Menell AAML 22 1 0 05 Sep 2022
Towards Global Optimality in Cooperative MARL with the Transformation And Distillation Framework Jianing Ye Chenghao Li Jianhao Wang Chongjie Zhang 42 2 0 12 Jul 2022
Offline Equilibrium Finding Shuxin Li Xinrun Wang Youzhi Zhang Jakub Cerny Pengdeng Li Hau Chan Bo An OffRL 43 2 0 12 Jul 2022