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
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning Shunyu Liu Jie Song Yihe Zhou Na Yu Kaixuan Chen Zunlei Feng Mingli Song 26 7 0 08 Jul 2022
VMAS: A Vectorized Multi-Agent Simulator for Collective Robot Learning Matteo Bettini Ryan Kortvelesy J. Blumenkamp Amanda Prorok 18 36 0 07 Jul 2022
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world Eugene Vinitsky Nathan Lichtlé Xiaomeng Yang Brandon Amos Jakob N. Foerster OffRL 38 51 0 20 Jun 2022
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments Mohan Zhang Xiaozhou Wang Benjamin Decardi-Nelson Bo Song A. Zhang ... Jiayi Cheng Xiaohong Liu DengDeng Yu Matthew Poon Animesh Garg 13 4 0 17 Jun 2022
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning Wei Fu Chao Yu Zelai Xu Jiaqi Yang Yi Wu 34 32 0 15 Jun 2022
Learning Task-Independent Game State Representations from Unlabeled Images C. Trivedi Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis SSL 16 6 0 13 Jun 2022
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Zeren Zhang Guangchong Zhou Hao Chen Guoliang Fan 21 14 0 06 Jun 2022
Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction Masaki Teranishi Kazushi Tsutsui K. Takeda Keisuke Fujii 30 22 0 04 Jun 2022
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL Siyi Hu Chuanlong Xie Xiaodan Liang Xiaojun Chang 8 20 0 01 Jun 2022
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem Muning Wen J. Kuba Runji Lin Weinan Zhang Ying Wen Jun Wang Yaodong Yang 26 178 0 30 May 2022
Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel Dianbo Liu Vedant Shah Oussama Boussif Cristian Meo Anirudh Goyal Tianmin Shu Michael C. Mozer N. Heess Yoshua Bengio 27 0 0 21 May 2022
A2C is a special case of PPO Shengyi Huang Anssi Kanervisto Antonin Raffin Weixun Wang Santiago Ontañón Rousslan Fernand Julien Dossa OffRL 32 24 0 18 May 2022
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning Mingyu Yang Jian Zhao Xu Hu Wen-gang Zhou Jiangcheng Zhu Houqiang Li 19 30 0 05 May 2022
Graph Neural Network based Agent in Google Research Football Yizhan Niu Jinglong Liu Yuhao Shi Jiren Zhu GNN 24 2 0 23 Apr 2022
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Dapeng Li Bin Zhang Yuan Zhan Yunru Bai Guoliang Fan OffRL 27 6 0 20 Apr 2022
Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects Xihuai Wang Zhicheng Zhang Weinan Zhang 15 25 0 20 Mar 2022
Breaking the Curse of Dimensionality in Multiagent State Space: A Unified Agent Permutation Framework Xiaotian Hao Hangyu Mao Weixun Wang Yaodong Yang Dong Li Yan Zheng Zhen Wang Jianye Hao LRM 31 6 0 10 Mar 2022
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates Souradeep Dutta Kaustubh Sridhar Osbert Bastani Yan Sun James Weimer Insup Lee J. Parish-Morris 22 2 0 25 Feb 2022
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning Jingqing Ruan Yali Du Xuantang Xiong Dengpeng Xing Xiyun Li Linghui Meng Haifeng Zhang Jun Wang Bo Xu 46 29 0 17 Jan 2022
Offsetting Unequal Competition through RL-assisted Incentive Schemes Paramita Koley Aurghya Maiti Sourangshu Bhattacharya Niloy Ganguly 28 1 0 05 Jan 2022
Integrating Artificial Intelligence and Augmented Reality in Robotic Surgery: An Initial dVRK Study Using a Surgical Education Scenario Yonghao Long Jianfeng Cao Anton Deguet Russell H. Taylor Qi Dou 34 21 0 02 Jan 2022
The Partially Observable Asynchronous Multi-Agent Cooperation Challenge Meng Yao Qiyue Yin Jun Yang Tongtong Yu S. Shen Junge Zhang Bin Liang Kaiqi Huang 24 5 0 07 Dec 2021
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning Zichuan Lin Junyou Li Jianing Shi Deheng Ye Qiang Fu Wei Yang BDL 32 34 0 07 Dec 2021
How does AI play football? An analysis of RL and real-world football strategies Atom Scott Keisuke Fujii Masaki Onishi 52 13 0 24 Nov 2021
Learning to Simulate Self-Driven Particles System with Coordinated Policy Optimization Zhenghao Peng Quanyi Li Ka-Ming Hui Chunxiao Liu Bolei Zhou 44 58 0 26 Oct 2021
Containerized Distributed Value-Based Multi-Agent Reinforcement Learning Siyang Wu Tonghan Wang Chenghao Li Yang Hu Chongjie Zhang OffRL 21 1 0 15 Oct 2021
HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism Zhiwei Xu Yunpeng Bai Bin Zhang Dapeng Li Guoliang Fan 22 23 0 14 Oct 2021
Reinforcement Learning In Two Player Zero Sum Simultaneous Action Games Patrick Phillips 14 4 0 10 Oct 2021
TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations Shiyu Huang Wenze Chen Longfei Zhang Shizhen Xu Ziyang Li Fengming Zhu Deheng Ye Tingling Chen Jun Zhu OffRL 37 25 0 09 Oct 2021
Learning Multi-agent Action Coordination via Electing First-move Agent Jingqing Ruan Linghui Meng Xuantang Xiong Dengpeng Xing Bo Xu 23 2 0 20 Sep 2021
Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking Yizhen Dong Xingyu Zhao Xiaowei Huang 27 6 0 14 Sep 2021
Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning Iou-Jen Liu Zhongzheng Ren Raymond A. Yeh A. Schwing 27 15 0 06 Aug 2021
Model-Based Opponent Modeling Xiaopeng Yu Jiechuan Jiang Wanpeng Zhang Haobin Jiang Zongqing Lu OffRL 29 28 0 04 Aug 2021
Distilling Reinforcement Learning Tricks for Video Games Anssi Kanervisto Christian Scheller Yanick Schraner Ville Hautamaki OffRL VLM 8 5 0 01 Jul 2021
Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments Abdus Salam Azad Edward Kim M. Wu Kimin Lee Ion Stoica Pieter Abbeel S. Seshia 12 7 0 18 Jun 2021
Contrastive Learning of Generalized Game Representations C. Trivedi Antonios Liapis Georgios N. Yannakakis OCL SSL 14 12 0 18 Jun 2021
rSoccer: A Framework for Studying Reinforcement Learning in Small and Very Small Size Robot Soccer Felipe Bezerra Martins Mateus G. Machado H. Bassani Pedro H. M. Braga Edna N. S. Barros 14 14 0 15 Jun 2021
Metric Policy Representations for Opponent Modeling Haobin Jiang Yifan Yu Zongqing Lu 16 1 0 10 Jun 2021
Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games Xiangyu Liu Hangtian Jia Ying Wen Yaodong Yang Yujing Hu Yingfeng Chen Changjie Fan Zhipeng Hu 20 18 0 09 Jun 2021
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Ming Zhou Bo Liu Hanjing Wang Muning Wen Runzhe Wu Ying Wen Yaodong Yang Weinan Zhang Jun Wang OffRL 22 46 0 05 Jun 2021
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning Chenghao Li Tonghan Wang Chengjie Wu Qianchuan Zhao Jun Yang Chongjie Zhang 31 136 0 04 Jun 2021
From Motor Control to Team Play in Simulated Humanoid Football Siqi Liu Guy Lever Zhe Wang J. Merel S. M. Ali Eslami ... Tuomas Haarnoja Brendan D. Tracey K. Tuyls T. Graepel N. Heess 31 129 0 25 May 2021
Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition Bo Liu Qiang Liu Peter Stone Animesh Garg Yuke Zhu Anima Anandkumar 33 49 0 18 May 2021
Agent-Centric Representations for Multi-Agent Reinforcement Learning Wenling Shang L. Espeholt Anton Raichuk Tim Salimans EgoV 19 10 0 19 Apr 2021
GridToPix: Training Embodied Agents with Minimal Supervision Unnat Jain Iou-Jen Liu Svetlana Lazebnik Aniruddha Kembhavi Luca Weihs A. Schwing 28 23 0 14 Apr 2021
Modelling Behavioural Diversity for Learning in Open-Ended Games Nicolas Perez Nieves Yaodong Yang Oliver Slumbers D. Mguni Ying Wen Jun Wang 22 67 0 14 Mar 2021
Learning to Play Soccer From Scratch: Sample-Efficient Emergent Coordination through Curriculum-Learning and Competition Pavan Samtani Francisco Leiva Javier Ruiz-del-Solar 15 1 0 09 Mar 2021
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games Chao Yu Akash Velu Eugene Vinitsky Jiaxuan Gao Yu Wang Alexandre M. Bayen Yi Wu OffRL 28 1,197 0 02 Mar 2021
Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems Yaodong Yang Jun Luo Ying Wen Oliver Slumbers D. Graves H. Ammar Jun Wang Matthew E. Taylor 21 35 0 15 Feb 2021
Data-driven Analysis for Understanding Team Sports Behaviors Keisuke Fujii AI4TS AI4CE 37 27 0 15 Feb 2021