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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
Resource-Aware Adaptation of Heterogeneous Strategies for Coalition Formation Anusha Srikanthan Harish Ravichandar 34 1 0 05 Aug 2021
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach Haotian Gu Xin Guo Xiaoli Wei Renyuan Xu OOD 103 36 0 05 Aug 2021
Model-Based Opponent Modeling Xiaopeng Yu Jiechuan Jiang Wanpeng Zhang Haobin Jiang Zongqing Lu OffRL 109 29 0 04 Aug 2021
Offline Decentralized Multi-Agent Reinforcement Learning Jiechuan Jiang Zongqing Lu OffRL 91 39 0 04 Aug 2021
Emergent Discrete Communication in Semantic Spaces Mycal Tucker Huao Li Siddharth Agrawal Dana Hughes Katia Sycara Michael Lewis J. Shah 54 29 0 04 Aug 2021
Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging M. S. Munir Ki Tae Kim K. Thar Dusit Niyato Choong Seon Hong 47 5 0 02 Aug 2021
Survey of Recent Multi-Agent Reinforcement Learning Algorithms Utilizing Centralized Training P. Sharma Rolando Fernandez Erin G. Zaroukian M. Dorothy Anjon Basak Derrik E. Asher 72 42 0 29 Jul 2021
Open-Ended Learning Leads to Generally Capable Agents Open-Ended Learning Team Adam Stooke Anuj Mahajan Catarina Barros Charlie Deck ... Nicolas Porcel Roberta Raileanu Steph Hughes-Fitt Valentin Dalibard Wojciech M. Czarnecki 137 190 0 27 Jul 2021
Asynchronous Distributed Reinforcement Learning for LQR Control via Zeroth-Order Block Coordinate Descent Gangshan Jing H. Bai Jemin George A. Chakrabortty P. Sharma 100 9 0 26 Jul 2021
The Holy Grail of Multi-Robot Planning: Learning to Generate Online-Scalable Solutions from Offline-Optimal Experts Amanda Prorok J. Blumenkamp Qingbiao Li Ryan Kortvelesy Yanfeng Guo Ethan Stump OffRL 67 5 0 26 Jul 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 96 54 0 25 Jul 2021
Cooperative Exploration for Multi-Agent Deep Reinforcement Learning Iou-Jen Liu Unnat Jain Raymond A. Yeh Alex Schwing 107 104 0 23 Jul 2021
Trajectory Design for UAV-Based Internet-of-Things Data Collection: A Deep Reinforcement Learning Approach Yang Wang Zhen Gao Jun Zhang Xianbin Cao Dezhi Zheng Yue Gao Derrick Wing Kwan Ng M. Di Renzo 72 100 0 23 Jul 2021
Accelerating Quadratic Optimization with Reinforcement Learning Jeffrey Ichnowski Paras Jain Bartolomeo Stellato G. Banjac Michael Luo Francesco Borrelli Joseph E. Gonzalez Ion Stoica Ken Goldberg OffRL 85 36 0 22 Jul 2021
Learning Altruistic Behaviours in Reinforcement Learning without External Rewards Tim Franzmeyer Mateusz Malinowski João F. Henriques 67 8 0 20 Jul 2021
Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty Yuanchao Xu Amal Feriani Ekram Hossain OffRL 57 4 0 16 Jul 2021
Visual Adversarial Imitation Learning using Variational Models Rafael Rafailov Tianhe Yu Aravind Rajeswaran Chelsea Finn SSL 116 50 0 16 Jul 2021
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Joel Z Leibo Edgar A. Duénez-Guzmán A. Vezhnevets J. Agapiou P. Sunehag Raphael Köster Jayd Matyas Charlie Beattie Igor Mordatch T. Graepel OffRL 93 111 0 14 Jul 2021
Mixing Human Demonstrations with Self-Exploration in Experience Replay for Deep Reinforcement Learning Dylan Klein Akansel Cosgun 70 0 0 14 Jul 2021
Centralized Model and Exploration Policy for Multi-Agent RL Qizhen Zhang Chris Xiaoxuan Lu Animesh Garg Jakob N. Foerster 72 15 0 14 Jul 2021
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization Zhenning Li Chengzhong Xu Guohui Zhang 30 6 0 13 Jul 2021
Altruistic Maneuver Planning for Cooperative Autonomous Vehicles Using Multi-agent Advantage Actor-Critic Behrad Toghi Rodolfo Valiente Dorsa Sadigh Ramtin Pedarsani Y. P. Fallah 86 28 0 12 Jul 2021
Intelligent Link Adaptation for Grant-Free Access Cellular Networks: A Distributed Deep Reinforcement Learning Approach Joao V. C. Evangelista Zeeshan Sattar Georges Kaddoum Bassant Selim Aydin Sarraf 32 2 0 08 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 77 6 0 07 Jul 2021
Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning J. Killian Lily Xu Arpita Biswas Milind Tambe 63 6 0 04 Jul 2021
Collaborative Visual Navigation Haiyang Wang Wenguan Wang Xizhou Zhu Jifeng Dai Liwei Wang EgoV 100 20 0 02 Jul 2021
SA-MATD3:Self-attention-based multi-agent continuous control method in cooperative environments Kai Liu Yuyang Zhao Gang Wang Bei Peng 35 22 0 01 Jul 2021
Social Coordination and Altruism in Autonomous Driving Behrad Toghi Rodolfo Valiente Dorsa Sadigh Ramtin Pedarsani Y. P. Fallah 90 69 0 01 Jul 2021
Deep Multiagent Reinforcement Learning: Challenges and Directions Annie Wong Thomas Bäck Anna V. Kononova Aske Plaat AI4CE 116 98 0 29 Jun 2021
Policy Regularization via Noisy Advantage Values for Cooperative Multi-agent Actor-Critic methods Jian Hu Siyue Hu Shih-Wei Liao 118 15 0 27 Jun 2021
Compositional Reinforcement Learning from Logical Specifications Kishor Jothimurugan Suguman Bansal Osbert Bastani Rajeev Alur CoGe 135 81 0 25 Jun 2021
MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Dapeng Li Yunpeng Bai Guoliang Fan 34 11 0 22 Jun 2021
Distributed Heuristic Multi-Agent Path Finding with Communication Ziyuan Ma Yudong Luo Hang Ma 82 72 0 21 Jun 2021
Cogment: Open Source Framework For Distributed Multi-actor Training, Deployment & Operations AI Redefined S. Gottipati Sagar Kurandwad Clodéric Mars Gregory Szriftgiser Franccois Chabot 67 8 0 21 Jun 2021
Multi-Agent Curricula and Emergent Implicit Signaling Niko A. Grupen Daniel D. Lee B. Selman 113 6 0 21 Jun 2021
Towards Distraction-Robust Active Visual Tracking Fangwei Zhong Peng Sun Wenhan Luo Tingyun Yan Yizhou Wang AAML 55 38 0 18 Jun 2021
Many Agent Reinforcement Learning Under Partial Observability Keyang He Prashant Doshi Bikramjit Banerjee 39 2 0 17 Jun 2021
A learning agent that acquires social norms from public sanctions in decentralized multi-agent settings Eugene Vinitsky Raphael Köster J. Agapiou Edgar A. Duénez-Guzmán A. Vezhnevets Joel Z Leibo 83 41 0 16 Jun 2021
Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning V. Vijay Hassam Sheikh Somdeb Majumdar Mariano Phielipp 53 5 0 15 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 32 16 0 15 Jun 2021
A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Ying Wen Hui Chen Yaodong Yang Zheng Tian Minne Li Xu Chen Jun Wang 94 11 0 12 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 60 17 0 11 Jun 2021
DAIR: Disentangled Attention Intrinsic Regularization for Safe and Efficient Bimanual Manipulation Minghao Zhang Pingcheng Jian Yi Wu Huazhe Xu Xiaolong Wang 60 9 0 10 Jun 2021
Metric Policy Representations for Opponent Modeling Haobin Jiang Yifan Yu Zongqing Lu 52 1 0 10 Jun 2021
Cooperative Multi-Agent Fairness and Equivariant Policies Niko A. Grupen B. Selman Daniel D. Lee FaML 68 12 0 10 Jun 2021
Deception in Social Learning: A Multi-Agent Reinforcement Learning Perspective P. Chelarescu 68 7 0 09 Jun 2021
RLupus: Cooperation through emergent communication in The Werewolf social deduction game Nicolo’ Brandizzi D. Grossi Luca Iocchi 63 9 0 09 Jun 2021
Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search Ziyu Guan Hongchang Wu Qingyu Cao Hao Liu Wei Zhao Sheng Li Cai Xu Guang Qiu Jian Xu Bo Zheng 68 16 0 08 Jun 2021
Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability Shangmin Guo Yi Ren Kory W. Mathewson S. Kirby Stefano V. Albrecht Kenny Smith 74 12 0 07 Jun 2021
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces Chi Jin Qinghua Liu Tiancheng Yu 86 50 0 07 Jun 2021