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
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Hyungho Na Yunkyeong Seo IL-Chul Moon 26 7 0 02 Mar 2024
Leveraging Team Correlation for Approximating Equilibrium in Two-Team Zero-Sum Games Naming Liu Mingzhi Wang Youzhi Zhang Yaodong Yang Bo An Ying Wen 29 0 0 01 Mar 2024
Offline Fictitious Self-Play for Competitive Games Jingxiao Chen Weiji Xie Weinan Zhang Yong Zu Ying Wen OffRL 46 0 0 29 Feb 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning Zeyang Liu Lipeng Wan Xinrui Yang Zhuoran Chen Xingyu Chen Xuguang Lan 21 3 0 28 Feb 2024
SportsNGEN: Sustained Generation of Multi-player Sports Gameplay Lachlan Thorpe Lewis Bawden Karanjot Vendal J. Bronskill Richard E. Turner 26 0 0 10 Feb 2024
Forecasting Events in Soccer Matches Through Language Tiago Mendes-Neves Luís Meireles João Mendes-Moreira 18 3 0 09 Feb 2024
Multi-agent Reinforcement Learning for Energy Saving in Multi-Cell Massive MIMO Systems Tianzhang Cai Qichen Wang Shuai Zhang Ozlem Tuugfe Demir C. Cavdar 8 3 0 05 Feb 2024
Multi-Agent Diagnostics for Robustness via Illuminated Diversity Mikayel Samvelyan Davide Paglieri Minqi Jiang Jack Parker-Holder Tim Rocktaschel AAML 27 4 0 24 Jan 2024
Backpropagation Through Agents Zhiyuan Li Wenshuai Zhao Lijun Wu Joni Pajarinen 29 1 0 23 Jan 2024
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents Siyuan Qi Shuo Chen Yexin Li Xiangyu Kong Junqi Wang ... Zhaowei Zhang Nian Liu Wei Wang Yaodong Yang Song-Chun Zhu AI4CE LRM 24 18 0 19 Jan 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 38 3 0 10 Jan 2024
TimeGraphs: Graph-based Temporal Reasoning Paridhi Maheshwari Hongyu Ren Yanan Wang R. Sosič J. Leskovec AI4TS AI4CE 16 2 0 06 Jan 2024
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library Wenzhang Liu Wenzhe Cai Kun Jiang Guangran Cheng Yuanda Wang Changyin Sun Jingyu Cao Lele Xu Chaoxu Mu Changyin Sun 39 4 0 25 Dec 2023
Multi-Task Multi-Agent Shared Layers are Universal Cognition of Multi-Agent Coordination Jiawei Wang Jian Zhao Zhengtao Cao Ruili Feng Rongjun Qin Yang Yu 27 1 0 25 Dec 2023
CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem Yuchen Shi Congying Han Tiande Guo 10 0 0 24 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL Wiem Khlifi Siddarth S. Singh Omayma Mahjoub Ruan de Kock Abidine Vall R. Gorsane Arnu Pretorius 36 1 0 13 Dec 2023
DCIR: Dynamic Consistency Intrinsic Reward for Multi-Agent Reinforcement Learning Kun-Li Channing Lin Yufeng Wang Peihao Chen Runhao Zeng Siyuan Zhou Mingkui Tan Chuang Gan AI4CE 29 0 0 10 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 38 16 0 08 Dec 2023
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Zican Hu Zongzhang Zhang Huaxiong Li Chunlin Chen Hongyu Ding Zhi Wang 62 8 0 08 Dec 2023
The NeurIPS 2022 Neural MMO Challenge: A Massively Multiagent Competition with Specialization and Trade Enhong Liu Joseph Suárez Chenhui You Bo Wu Bingcheng Chen ... Yuejia Huang Kun Zhang Hanhui Yang Shi-bao Tang Phillip Isola 13 0 0 07 Nov 2023
Staged Reinforcement Learning for Complex Tasks through Decomposed Environments Rafael Pina Corentin Artaud Xiaolan Liu V. D. Silva 18 1 0 05 Nov 2023
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation Daiki E. Matsunaga Jongmin Lee Jaeseok Yoon Stefanos Leonardos Pieter Abbeel Kee-Eung Kim OODD OffRL 24 3 0 03 Nov 2023
Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach Stephen Mak Liming Xu Tim Pearce Michael Ostroumov Alexandra Brintrup 29 11 0 26 Oct 2023
Iteratively Learn Diverse Strategies with State Distance Information Wei Fu Weihua Du Jingwei Li Sunli Chen Jingzhao Zhang Yi Wu 51 3 0 23 Oct 2023
Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots Xavi Puig Eric Undersander Andrew Szot Mikael Dallaire Cote Tsung-Yen Yang ... Singh Chaplot Unnat Jain Dhruv Batra †. AksharaRai †. RoozbehMottaghi 16 115 0 19 Oct 2023
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination Xihuai Wang Shao Zhang Wenhao Zhang Wentao Dong Jingxiao Chen Ying Wen Weinan Zhang 28 8 0 08 Oct 2023
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models Hanjing Wang Man-Kit Sit Cong He Ying Wen Weinan Zhang Jun Wang Yaodong Yang Luo Mai OffRL VLM 32 1 0 08 Oct 2023
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning Jiayu Chen Zelai Xu Yunfei Li Chao Yu Jiaming Song Huazhong Yang Fei Fang Yu Wang Yi Wu 29 4 0 07 Oct 2023
Fictitious Cross-Play: Learning Global Nash Equilibrium in Mixed Cooperative-Competitive Games Zelai Xu Yancheng Liang Chao Yu Yu Wang Yi Wu 23 8 0 05 Oct 2023
Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future Yan Song He Jiang Haifeng Zhang Zheng Tian Weinan Zhang Jun Wang OffRL 23 8 0 22 Sep 2023
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning Jianzhun Shao Yun Qu Chen Chen Hongchang Zhang Xiangyang Ji OffRL 20 19 0 22 Sep 2023
Fidelity-Induced Interpretable Policy Extraction for Reinforcement Learning Xiao Liu Wubing Chen Mao Tan 16 2 0 12 Sep 2023
Benchmarking Robustness and Generalization in Multi-Agent Systems: A Case Study on Neural MMO Yangkun Chen Joseph Suárez Junjie Zhang Chenghui Yu Bo Wu ... Sharada Mohanty Jiaxin Chen Xiu Li Xiaolong Zhu Phillip Isola 29 0 0 30 Aug 2023
FoX: Formation-aware exploration in multi-agent reinforcement learning Yonghyeon Jo Sunwoo Lee Junghyuk Yum Seungyul Han 35 5 0 22 Aug 2023
Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi Hadi Nekoei Xutong Zhao Janarthanan Rajendran Miao Liu Sarath Chandar 22 4 0 20 Aug 2023
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Competitive Games The Viet Bui Tien Mai T. Nguyen 13 1 0 20 Aug 2023
Never Explore Repeatedly in Multi-Agent Reinforcement Learning Chenghao Li Tonghan Wang Chongjie Zhang Qianchuan Zhao 34 2 0 19 Aug 2023
Learning to Collaborate by Grouping: a Consensus-oriented Strategy for Multi-agent Reinforcement Learning Jingqing Ruan Xiaotian Hao D. Li Hangyu Mao 29 5 0 28 Jul 2023
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game Theory Calvin Yeung Keisuke Fujii 16 8 0 27 Jul 2023
Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation Nader Zare Aref Sayareh Omid Amini Mahtab Sarvmaili Arad Firouzkouhi Stan Matwin Amílcar Soares GP 12 1 0 22 Jul 2023
Towards General Game Representations: Decomposing Games Pixels into Content and Style C. Trivedi Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis OCL 38 3 0 20 Jul 2023
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision Zhonghan Zhao Wenhao Chai Shengyu Hao Wenhao Hu Guanhong Wang Shidong Cao Min-Gyoo Song Jenq-Neng Hwang Gaoang Wang 32 17 0 07 Jul 2023
RaidEnv: Exploring New Challenges in Automated Content Balancing for Boss Raid Games Hyeonchang Jeon In-Chang Baek Cheong-mok Bae Taehwa Park Wonsang You Taegwan Ha Hoyun Jung Jinha Noh Seungwon Oh Kyung-Joong Kim 42 11 0 04 Jul 2023
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores Zhiyu Mei Wei Fu Jiaxuan Gao Guang Wang Huanchen Zhang Yi Wu OffRL LRM 29 5 0 29 Jun 2023
Diversity is Strength: Mastering Football Full Game with Interactive Reinforcement Learning of Multiple AIs Chenglu Sun Shuo Shen Sijia Xu Weidong Zhang 22 1 0 28 Jun 2023
TVDO: Tchebycheff Value-Decomposition Optimization for Multi-Agent Reinforcement Learning Xiao Hu P. Guo Chuanwei Zhou Tong Zhang Zhen Cui 29 0 0 24 Jun 2023
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL Pascal Leroy P. G. Morato J. Pisane A. Kolios D. Ernst OffRL 35 9 0 20 Jun 2023
CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning Nikunj Gupta Somjit Nath Samira Ebrahimi Kahou 22 0 0 19 Jun 2023
A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management Xianliang Yang Zhihao Liu Wei Jiang Chuheng Zhang Li Zhao Lei Song Jiang Bian 30 13 0 13 Jun 2023