v1v2v3v4 (latest)

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"

50 / 1,627 papers shown

Title
DistSPECTRL: Distributing Specifications in Multi-Agent Reinforcement Learning Systems Joe Eappen Suresh Jagannathan 46 3 0 28 Jun 2022
Tackling Asymmetric and Circular Sequential Social Dilemmas with Reinforcement Learning and Graph-based Tit-for-Tat Tangui Le Gléau Xavier Marjou Tayeb Lemlouma Benoit Radier 20 2 0 26 Jun 2022
Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation Zhixuan Liang Jiannong Cao Shan Jiang Divya Saxena Huafeng Xu 57 10 0 25 Jun 2022
Toward multi-target self-organizing pursuit in a partially observable Markov game Lijun Sun Yu-Cheng Chang Chao Lyu Ye-ling Shi Yuhui Shi Chin-Teng Lin 62 9 0 24 Jun 2022
Multi-Agent Deep Reinforcement Learning for Cost- and Delay-Sensitive Virtual Network Function Placement and Routing Shaoyang Wang Chau Yuen Wei Ni Yong Liang Guan Tiejun Lv 28 21 0 24 Jun 2022
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning Hanhan Zhou Tian-Shing Lan Vaneet Aggarwal 97 4 0 22 Jun 2022
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer Jeewon Jeon Woojun Kim Whiyoung Jung Young-Jin Sung 70 35 0 20 Jun 2022
S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning? Shuang Luo Yinchuan Li Jiahui Li Kun Kuang Furui Liu Yunfeng Shao Chao-Xiang Wu OffRL 63 6 0 20 Jun 2022
From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning Zhiuxan Liang Jiannong Cao Shan Jiang Divya Saxena Jinlin Chen Huafeng Xu 57 10 0 20 Jun 2022
Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges Dinh C. Nguyen Van-Dinh Nguyen Ming Ding Symeon Chatzinotas P. Pathirana Aruna Seneviratne O. Dobre Albert Y. Zomaya 51 11 0 17 Jun 2022
Logic-based Reward Shaping for Multi-Agent Reinforcement Learning Ingy Elsayed-Aly Lu Feng 59 2 0 17 Jun 2022
Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning Yuanpei Chen Tianhao Wu Shengjie Wang Xidong Feng Jiechuan Jiang ... Yiran Geng Hao Dong Zongqing Lu Song-Chun Zhu Yaodong Yang OffRL 140 117 0 17 Jun 2022
Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications Sai Munikoti D. Agarwal L. Das M. Halappanavar Balasubramaniam Natarajan GNN OffRL AI4CE 96 67 0 16 Jun 2022
Convergence and Price of Anarchy Guarantees of the Softmax Policy Gradient in Markov Potential Games Dingyang Chen Qi Zhang Thinh T. Doan 72 12 0 15 Jun 2022
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning Wei Fu Chao Yu Zelai Xu Jiaqi Yang Yi Wu 100 35 0 15 Jun 2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator Ting-Han Fan Ta-Chung Chi Alexander I. Rudnicky Peter J. Ramadge BDL 72 7 0 15 Jun 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning Matthew Morris Thomas D. Barrett Arnu Pretorius 75 4 0 14 Jun 2022
Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs Nathalie Paul Tim Wirtz Stefan Wrobel Alexander Kister 58 2 0 13 Jun 2022
Finite-Time Analysis of Fully Decentralized Single-Timescale Actor-Critic Qijun Luo Xiao Li 104 1 0 12 Jun 2022
Deep Multi-Agent Reinforcement Learning with Hybrid Action Spaces based on Maximum Entropy Hongzhi Hua Kaigui Wu Guixuan Wen 38 0 0 10 Jun 2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS Eleni Nisioti Matéo Mahaut Pierre-Yves Oudeyer Ida Momennejad Clément Moulin-Frier 90 10 0 10 Jun 2022
Scalable Joint Learning of Wireless Multiple-Access Policies and their Signaling Mateus P. Mota Álvaro Valcarce J. Gorce 58 6 0 08 Jun 2022
Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer Minrui Wang Ming Feng Wen-gang Zhou Houqiang Li 80 10 0 08 Jun 2022
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Zeren Zhang Guangchong Zhou Hao Chen Guoliang Fan 88 15 0 06 Jun 2022
Balancing Profit, Risk, and Sustainability for Portfolio Management Charl Maree C. Omlin 54 9 0 06 Jun 2022
Machine learning applications for electricity market agent-based models: A systematic literature review Alexander J. M. Kell S. McGough M. Forshaw 29 3 0 05 Jun 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game Zhiyuan Yao Zihan Ding OffRL 85 2 0 03 Jun 2022
RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning Haoxing Chen Guang Yang Junge Zhang Qiyue Yin Kaiqi Huang 66 2 0 02 Jun 2022
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL Siyi Hu Chuanlong Xie Xiaodan Liang Xiaojun Chang 56 22 0 01 Jun 2022
DM $^2$ : Decentralized Multi-Agent Reinforcement Learning for Distribution Matching Caroline Wang Ishan Durugkar Elad Liebman Peter Stone 74 6 0 01 Jun 2022
Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus Qiwen Cui S. Du OffRL 89 21 0 01 Jun 2022
Learning Generalizable Risk-Sensitive Policies to Coordinate in Decentralized Multi-Agent General-Sum Games Ziyi Liu Xian Guo Yongchun Fang 125 0 0 31 May 2022
Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Joosep Hook A. Kondoz 29 14 0 30 May 2022
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem Muning Wen J. Kuba Runji Lin Weinan Zhang Ying Wen Jun Wang Yaodong Yang 111 194 0 30 May 2022
Multi-agent Databases via Independent Learning Chi Zhang Olga Papaemmanouil J. Hanna Aditya Akella 78 0 0 28 May 2022
QGNN: Value Function Factorisation with Graph Neural Networks Ryan Kortvelesy Amanda Prorok 90 16 0 25 May 2022
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems Ho Long Fung Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi 94 7 0 25 May 2022
Scalable Multi-Agent Model-Based Reinforcement Learning Vladimir Egorov A. Shpilman 90 27 0 25 May 2022
MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning Stephanie Milani Zhicheng Zhang Nicholay Topin Z. Shi Charles A. Kamhoua Evangelos E. Papalexakis Fei Fang OffRL 155 13 0 25 May 2022
Penalized Proximal Policy Optimization for Safe Reinforcement Learning Linrui Zhang Li Shen Long Yang Shi-Yong Chen Bo Yuan Xueqian Wang Dacheng Tao 110 67 0 24 May 2022
Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning Yue Jin Shuangqing Wei Jian Yuan Xudong Zhang 47 0 0 23 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 73 0 0 21 May 2022
A Review of Safe Reinforcement Learning: Methods, Theory and Applications Shangding Gu Longyu Yang Yali Du Guang Chen Florian Walter Jun Wang Alois C. Knoll OffRL AI4TS 271 258 0 20 May 2022
Learning Progress Driven Multi-Agent Curriculum Wenshuai Zhao Zhiyuan Li Joni Pajarinen 110 0 0 20 May 2022
Sparse Adversarial Attack in Multi-agent Reinforcement Learning Yi Hu Zhihua Zhang AAML 100 11 0 19 May 2022
RoMFAC: A robust mean-field actor-critic reinforcement learning against adversarial perturbations on states Ziyuan Zhou Guanjun Liu AAML 110 25 0 15 May 2022
Applications of Reinforcement Learning in Deregulated Power Market: A Comprehensive Review Ziqing Zhu Ze Hu K. Chan S. Bu Bin Zhou S. Xia OffRL 53 1 0 07 May 2022
Encouraging Human Interaction with Robot Teams: Legible and Fair Subtask Allocations Soheil Habibian Dylan P. Losey 63 12 0 06 May 2022
General sum stochastic games with networked information flows Sarah H. Q. Li Lillian J. Ratliff Peeyush Kumar 29 0 0 05 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 86 35 0 05 May 2022