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Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

7 June 2017

Pieter Abbeel

Papers citing "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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Title
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 86 25 0 05 May 2022
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration Henna Kokkonen Lauri Lovén Naser Hossein Motlagh Abhishek Kumar Juha Partala ... M. Bennis Sasu Tarkoma Schahram Dustdar Susanna Pirttikangas J. Riekki 107 27 0 03 May 2022
Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution P. D. Siedler AI4CE 36 3 0 24 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 72 8 0 20 Apr 2022
CoDe: A Cooperative and Decentralized Collision Avoidance Algorithm for Small-Scale UAV Swarms Considering Energy Efficiency Shuangyao Huang Haibo Zhang Zhiyi Huang 37 7 0 19 Apr 2022
FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence Zhijie Xie Shenghui Song FedML 92 51 0 18 Apr 2022
Learning to Transfer Role Assignment Across Team Sizes D. Nguyen Phuoc Nguyen Svetha Venkatesh T. Tran 49 7 0 17 Apr 2022
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning Astrid Vanneste Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis Steven Latré P. Hellinckx 41 3 0 12 Apr 2022
Independent Natural Policy Gradient Methods for Potential Games: Finite-time Global Convergence with Entropy Regularization Shicong Cen Fan Chen Yuejie Chi 98 15 0 12 Apr 2022
MA-Dreamer: Coordination and communication through shared imagination Kenzo Lobos-Tsunekawa Akshay Srinivasan Michael Spranger 62 2 0 10 Apr 2022
Distributed Reinforcement Learning for Robot Teams: A Review Yutong Wang Mehul Damani Pamela Wang Yuhong Cao Guillaume Sartoretti 121 23 0 07 Apr 2022
Robust Event-Driven Interactions in Cooperative Multi-Agent Learning Daniel Jarne Ornia M. Mazo 103 1 0 07 Apr 2022
Building Decision Forest via Deep Reinforcement Learning Guixuan Wen Kaigui Wu 41 4 0 01 Apr 2022
A Contextual Framework for Adaptive User Interfaces: Modelling the Interaction Environment Mateusz Dubiel B. Yilma Kayhan Latifzadeh Luis A. Leiva 31 2 0 31 Mar 2022
Mind the gap: Challenges of deep learning approaches to Theory of Mind Jaan Aru Aqeel Labash Oriol Corcoll Raul Vicente 97 27 0 30 Mar 2022
PerfectDou: Dominating DouDizhu with Perfect Information Distillation Yang Guan Minghuan Liu Weijun Hong Weinan Zhang Fei Fang Guangjun Zeng Yue Lin 119 28 0 30 Mar 2022
A Study of Reinforcement Learning Algorithms for Aggregates of Minimalistic Robots Josh Bloom Apratim Mukherjee Carlo Pinciroli 21 4 0 28 Mar 2022
UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios Jiajun Chai Weifan Li Yuanheng Zhu Dongbin Zhao Zhe Ma Kewu Sun Jishiyu Ding 83 45 0 28 Mar 2022
Collaborative Intelligent Reflecting Surface Networks with Multi-Agent Reinforcement Learning Jie M. Zhang Jun Li Yijin Zhang Qing-He Wu Xiongwei Wu Feng Shu Shi Jin Wen Chen 35 20 0 26 Mar 2022
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning Pascal Weber Daniel Wälchli Mustafa Zeqiri Petros Koumoutsakos CLL OffRL 76 7 0 24 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 27 3 0 22 Mar 2022
Transferring Multi-Agent Reinforcement Learning Policies for Autonomous Driving using Sim-to-Real Eduardo Candela L. Parada Luís Marques Tiberiu-Andrei Georgescu Y. Demiris Panagiotis Angeloudis 80 33 0 22 Mar 2022
EdgeMatrix: A Resources Redefined Edge-Cloud System for Prioritized Services Yuanming Ren Shihao Shen Yanli Ju Xiaofei Wang Wenyu Wang Victor C. M. Leung 43 13 0 20 Mar 2022
Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards Ruihua Han Shengduo Chen Shuaijun Wang Zeqing Zhang R. Gao Qi Hao Jia Pan 96 108 0 19 Mar 2022
Strategic Maneuver and Disruption with Reinforcement Learning Approaches for Multi-Agent Coordination Derrik E. Asher Anjon Basak Rolando Fernandez P. Sharma Erin G. Zaroukian ... Thomas Mahre Gerardo Galindo Luke Frerichs J. Rogers J. Fossaceca AI4CE 64 5 0 17 Mar 2022
Backpropagation through Time and Space: Learning Numerical Methods with Multi-Agent Reinforcement Learning E. Way Dheeraj Kapilavai Yiwei Fu Lei Yu AI4CE 52 2 0 16 Mar 2022
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration Pengyi Li Hongyao Tang Tianpei Yang Xiaotian Hao Tong Sang ... Jianye Hao Matthew E. Taylor Wenyuan Tao Zhen Wang Fazl Barez 82 32 0 16 Mar 2022
Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents Jian Zhao Youpeng Zhao Weixun Wang Mingyu Yang Xu Hu Wen-gang Zhou Jianye Hao Houqiang Li 64 7 0 16 Mar 2022
CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning Jian Zhao Xu Hu Mingyu Yang Wen-gang Zhou Jiangcheng Zhu Houqiang Li OffRL 42 17 0 16 Mar 2022
Learning to Infer Belief Embedded Communication Guo Ye Han Liu B. Sengupta 132 0 0 15 Mar 2022
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility Lukas M. Schmidt Johanna Brosig Axel Plinge Bjoern M. Eskofier Christopher Mutschler 95 34 0 15 Mar 2022
Safe adaptation in multiagent competition Macheng Shen Jonathan P. How TTA 65 1 0 14 Mar 2022
Efficient Model-based Multi-agent Reinforcement Learning via Optimistic Equilibrium Computation Pier Giuseppe Sessa Maryam Kamgarpour Andreas Krause 60 17 0 14 Mar 2022
The Multi-Agent Pickup and Delivery Problem: MAPF, MARL and Its Warehouse Applications Tim Tsz-Kit Lau B. Sengupta 59 4 0 14 Mar 2022
A Deep Reinforcement Learning Environment for Particle Robot Navigation and Object Manipulation Jeremy Shen Erdong Xiao Yuchen Liu Chen Feng 74 7 0 12 Mar 2022
Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Shiguang Wu 60 16 0 12 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 71 6 0 10 Mar 2022
Multi-Agent Policy Transfer via Task Relationship Modeling Rongjun Qin F. Chen Tonghan Wang Lei Yuan Xiaoran Wu Zongzhang Zhang Chongjie Zhang Yang Yu 103 20 0 09 Mar 2022
Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control Ruijie Zhu Lulu Li Shuning Wu Pei Lv Yafai Li Mingliang Xu 59 54 0 08 Mar 2022
On-the-fly Strategy Adaptation for ad-hoc Agent Coordination Jaleh Zand Jack Parker-Holder Stephen J. Roberts 65 14 0 08 Mar 2022
A Survey on Reinforcement Learning Methods in Character Animation Ariel Kwiatkowski Eduardo Alvarado Vicky Kalogeiton Chenxi Liu Julien Pettré M. van de Panne Marie-Paule Cani AI4CE 97 46 0 07 Mar 2022
Influencing Long-Term Behavior in Multiagent Reinforcement Learning Dong-Ki Kim Matthew D Riemer Miao Liu Jakob N. Foerster Michael Everett Chuangchuang Sun Gerald Tesauro Jonathan P. How 153 21 0 07 Mar 2022
Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment T. V. D. Heiden H. V. Hoof E. Gavves Christoph Salge 38 0 0 07 Mar 2022
Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning Y. Lo B. Sengupta 73 4 0 07 Mar 2022
Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network Bin Zhang Yunru Bai Zhiwei Xu Dapeng Li Guoliang Fan GNN 41 7 0 07 Mar 2022
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment Diogo S. Carvalho B. Sengupta 68 2 0 06 Mar 2022
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation Donghan Xie Zhi Wang Chunlin Chen D. Dong OffRL 56 8 0 06 Mar 2022
Recursive Reasoning Graph for Multi-Agent Reinforcement Learning Xiaobai Ma David Isele Jayesh K. Gupta K. Fujimura Mykel J. Kochenderfer 48 5 0 06 Mar 2022
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model Tianyu Shi Yi Ai Omar ElSamadisy Baher Abdulhai OffRL 67 10 0 03 Mar 2022
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? Alain Andres Esther Villar-Rodriguez Javier Del Ser 87 9 0 24 Feb 2022