Multiagent Cooperation and Competition with Deep Reinforcement Learning

27 November 2015

Papers citing "Multiagent Cooperation and Competition with Deep Reinforcement Learning"

50 / 290 papers shown

Title
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning Mingyu Yang Jian Zhao Xu Hu Wen-gang Zhou Jiangcheng Zhu Houqiang Li 25 30 0 05 May 2022
Towards Comprehensive Testing on the Robustness of Cooperative Multi-agent Reinforcement Learning Jun Guo Yonghong Chen Yihang Hao Zixin Yin Yin Yu Simin Li AAML 32 32 0 17 Apr 2022
Distributed Reinforcement Learning for Robot Teams: A Review Yutong Wang Mehul Damani Pamela Wang Yuhong Cao Guillaume Sartoretti 47 22 0 07 Apr 2022
UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios Jiajun Chai Weifan Li Yuanheng Zhu Dongbin Zhao Zhe Ma Kewu Sun Jishiyu Ding 33 43 0 28 Mar 2022
A Decentralised Multi-Agent Reinforcement Learning Approach for the Same-Day Delivery Problem Elvin Ngu L. Parada Jose Javier Escribano Macias Panagiotis Angeloudis 8 3 0 22 Mar 2022
Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Shiguang Wu 23 16 0 12 Mar 2022
Cellular Network Capacity and Coverage Enhancement with MDT Data and Deep Reinforcement Learning Marco Skocaj Lorenzo Mario Amorosa G. Ghinamo Giuliano Muratore Davide Micheli F. Zabini Roberto Verdone 21 13 0 22 Feb 2022
Sound Adversarial Audio-Visual Navigation Yinfeng Yu Wenbing Huang Gang Hua Changan Chen Yikai Wang Xiaohong Liu AAML 24 29 0 22 Feb 2022
MCMARL: Parameterizing Value Function via Mixture of Categorical Distributions for Multi-Agent Reinforcement Learning Jian Zhao Mingyu Yang Youpeng Zhao Xu Hu Wen-gang Zhou Jiangcheng Zhu Houqiang Li 25 3 0 21 Feb 2022
Cooperative Artificial Intelligence T. Baumann 19 0 0 20 Feb 2022
Shaping Advice in Deep Reinforcement Learning Baicen Xiao Bhaskar Ramasubramanian Radha Poovendran 30 0 0 19 Feb 2022
Motivating Physical Activity via Competitive Human-Robot Interaction Boling Yang Golnaz Habibi Patrick E. Lancaster Byron Boots Joshua R. Smith 19 8 0 14 Feb 2022
Competition over data: how does data purchase affect users? Yongchan Kwon Antonio A. Ginart James Zou 29 5 0 26 Jan 2022
Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning Baicen Xiao Bhaskar Ramasubramanian Radha Poovendran 22 4 0 12 Jan 2022
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients Hanhan Zhou Tian-Shing Lan Vaneet Aggarwal 32 31 0 04 Jan 2022
Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning Raphael Avalos Mathieu Reymond Ann Nowé D. Roijers OffRL 33 6 0 23 Dec 2021
Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution Yunru Bai Chen Gong Bin Zhang Guoliang Fan Xinwen Hou Yu Liu 27 6 0 09 Dec 2021
The Partially Observable Asynchronous Multi-Agent Cooperation Challenge Meng Yao Qiyue Yin Jun Yang Tongtong Yu S. Shen Junge Zhang Bin Liang Kaiqi Huang 27 5 0 07 Dec 2021
Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning Daniel J. B. Harrold Jun Cao Zhongbo Fan 31 61 0 21 Nov 2021
Calculus of Consent via MARL: Legitimating the Collaborative Governance Supplying Public Goods Yang Hu Zhu Zhu Sirui Song Xue Liu Yang Yu 12 0 0 20 Nov 2021
Preference Communication in Multi-Objective Normal-Form Games Willem Röpke D. Roijers Ann Nowé Roxana Rădulescu 22 8 0 17 Nov 2021
Coordinated Proximal Policy Optimization Zifan Wu Chao Yu Deheng Ye Junge Zhang Haiyin Piao H. Zhuo 13 44 0 07 Nov 2021
Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning Rujikorn Charakorn P. Manoonpong Nat Dilokthanakul 33 5 0 05 Nov 2021
Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel Kevin Eloff Okko Rasanen H. Engelbrecht Arnu Pretorius Herman Kamper 35 3 0 04 Nov 2021
Investigation of Independent Reinforcement Learning Algorithms in Multi-Agent Environments Ken Ming Lee Sriram Ganapathi Subramanian Mark Crowley 25 8 0 01 Nov 2021
Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network Rafid Ameer Mahmud Fahim Faisal Saaduddin Mahmud Md.Mosaddek Khan 10 1 0 16 Oct 2021
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees Siliang Zeng Tianyi Chen Alfredo García Mingyi Hong 39 11 0 11 Oct 2021
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing Akash S. Doshi S. Yerramalli Lorenzo Ferrari Taesang Yoo J. Andrews 29 32 0 05 Oct 2021
Emergence of Theory of Mind Collaboration in Multiagent Systems Luyao Yuan Zipeng Fu Linqi Zhou Kexin Yang Song-Chun Zhu 46 10 0 30 Sep 2021
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 62 54 0 28 Sep 2021
DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning S. K. Perepu Kaushik Dey 11 0 0 14 Sep 2021
A review of mobile robot motion planning methods: from classical motion planning workflows to reinforcement learning-based architectures Changyin Sun Zicheng He Chunwei Song Changyin Sun 38 54 0 31 Aug 2021
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Jiaju Qi Qihao Zhou Lei Lei Kan Zheng FedML 31 145 0 26 Aug 2021
Co-GAIL: Learning Diverse Strategies for Human-Robot Collaboration Chen Wang Claudia Pérez-DÁrpino Danfei Xu Li Fei-Fei Chenxi Liu Silvio Savarese 42 33 0 13 Aug 2021
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 22 3 0 10 Aug 2021
Cooperative Exploration for Multi-Agent Deep Reinforcement Learning Iou-Jen Liu Unnat Jain Raymond A. Yeh A. Schwing 42 104 0 23 Jul 2021
Centralized Model and Exploration Policy for Multi-Agent RL Qizhen Zhang Chris Xiaoxuan Lu Animesh Garg Jakob N. Foerster 27 15 0 14 Jul 2021
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization Zhenning Li Chengzhong Xu Guohui Zhang 16 6 0 13 Jul 2021
Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research J. Luis E. Crawley B. Cameron OffRL 25 6 0 07 Jul 2021
Deep Multiagent Reinforcement Learning: Challenges and Directions Annie Wong Thomas Bäck Anna V. Kononova Aske Plaat AI4CE 34 88 0 29 Jun 2021
Distributed Heuristic Multi-Agent Path Finding with Communication Ziyuan Ma Yudong Luo Hang Ma 23 69 0 21 Jun 2021
Towards Distraction-Robust Active Visual Tracking Fangwei Zhong Peng Sun Wenhan Luo Tingyun Yan Yizhou Wang AAML 30 33 0 18 Jun 2021
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising Chao Wen Miao Xu Zhilin Zhang Zhenzhe Zheng Yuhui Wang ... Jian Xu Fan Wu Guihai Chen Xiaoqiang Zhu Bo Zheng 29 15 0 11 Jun 2021
RLupus: Cooperation through emergent communication in The Werewolf social deduction game Nicolo’ Brandizzi D. Grossi Luca Iocchi 18 9 0 09 Jun 2021
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication Won Joon Yun Byungju Lim Soyi Jung Young-Chai Ko Jihong Park Joongheon Kim M. Bennis 26 33 0 22 May 2021
Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms Xiaocheng Tang Fan Zhang Zhiwei Qin Yansheng Wang D. Shi Bingchen Song Yongxin Tong Hongtu Zhu Jieping Ye OffRL 21 47 0 18 May 2021
Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients Bozhidar Vasilev Tarun Gupta Bei Peng Shimon Whiteson 22 1 0 27 Apr 2021
A Deep Reinforcement Learning Approach for the Meal Delivery Problem H. Jahanshahi Aysun Bozanta Mucahit Cevik E. M. Kavuk Ayse Tosun Misirli Sibel B. Sonuc Bilgin Kosucu Ayse Basar 48 28 0 24 Apr 2021
Learning to Coordinate via Multiple Graph Neural Networks Zhiwei Xu Bin Zhang Yunpeng Bai Dapeng Li Guoliang Fan GNN AI4CE 29 8 0 08 Apr 2021
Shaping Advice in Deep Multi-Agent Reinforcement Learning Baicen Xiao Bhaskar Ramasubramanian Radha Poovendran 6 5 0 29 Mar 2021