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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 in Nonzero-Sum Stochastic Games with Potentials D. Mguni Yutong Wu Yali Du Yaodong Yang Ziyi Wang Minne Li Ying Wen Joel Jennings Jun Wang 117 46 0 16 Mar 2021
Orthogonalized Kernel Debiased Machine Learning for Multimodal Data Analysis Xiaowu Dai Lexin Li 82 11 0 12 Mar 2021
XDO: A Double Oracle Algorithm for Extensive-Form Games Stephen Marcus McAleer John Lanier Kevin A. Wang Pierre Baldi Roy Fox 72 54 0 11 Mar 2021
Hiding Leader's Identity in Leader-Follower Navigation through Multi-Agent Reinforcement Learning A. Deka Wenhao Luo Huao Li M. Lewis Katia Sycara 96 4 0 10 Mar 2021
The AI Arena: A Framework for Distributed Multi-Agent Reinforcement Learning Edward W. Staley Corban G. Rivera Ashley J. Llorens AI4CE 26 1 0 09 Mar 2021
Decentralized Circle Formation Control for Fish-like Robots in the Real-world via Reinforcement Learning Tianhao Zhang Yueheng Li Shuai Li Qiwei Ye Chen Wang Guangming Xie OffRL 64 13 0 09 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 40 2 0 09 Mar 2021
Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization Zhen-Yu Tang Chao Yu Boyuan Chen Huazhe Xu Xiaolong Wang Fei Fang S. Du Yu Wang Yi Wu 121 55 0 08 Mar 2021
MAMBPO: Sample-efficient multi-robot reinforcement learning using learned world models Daniel Willemsen M. Coppola Guido de Croon 72 31 0 05 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 239 1,294 0 02 Mar 2021
AGENT: A Benchmark for Core Psychological Reasoning Tianmin Shu Abhishek Bhandwaldar Chuang Gan Kevin A. Smith Shari Liu Dan Gutfreund E. Spelke J. Tenenbaum T. Ullman 130 70 0 24 Feb 2021
Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments Dmitry Ivanov Vladimir Egorov A. Shpilman 57 5 0 24 Feb 2021
Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning Jianzhun Shao Hongchang Zhang Yuhang Jiang Shuncheng He Xiangyang Ji 79 5 0 24 Feb 2021
Dealing with Non-Stationarity in MARL via Trust-Region Decomposition Wenhao Li Xiangfeng Wang Bo Jin Junjie Sheng H. Zha 136 9 0 21 Feb 2021
Decentralized Deterministic Multi-Agent Reinforcement Learning Antoine Grosnit D. Cai L. Wynter OffRL 123 7 0 19 Feb 2021
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning Kevin R. McKee Joel Z Leibo Charlie Beattie Richard Everett 95 35 0 16 Feb 2021
Improper Reinforcement Learning with Gradient-based Policy Optimization Mohammadi Zaki Avinash Mohan Aditya Gopalan Shie Mannor 26 0 0 16 Feb 2021
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents Wei Qiu Xinrun Wang Runsheng Yu Xu He Rongpin Wang Bo An S. Obraztsova Zinovi Rabinovich 89 51 0 16 Feb 2021
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing Filippos Christianos Georgios Papoudakis Arrasy Rahman Stefano V. Albrecht 94 121 0 15 Feb 2021
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Weijiao Zhang Hao Liu Fan Wang Tong Xu Haoran Xin Dejing Dou Hui Xiong 59 83 0 15 Feb 2021
Task-oriented Communication Design in Cyber-Physical Systems: A Survey on Theory and Applications Arsham Mostaani T. Vu Shree Krishna Sharma Van-Dinh Nguyen Qi Liao Symeon Chatzinotas 82 17 0 14 Feb 2021
Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning Xiaoteng Ma Yiqin Yang Chenghao Li Yiwen Lu Qianchuan Zhao Yang Jun 104 14 0 10 Feb 2021
Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies Federico Cacciamani A. Celli Marco Ciccone N. Gatti 53 8 0 09 Feb 2021
Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning Xueguang Lyu Yuchen Xiao Brett Daley Chris Amato OffRL 64 106 0 08 Feb 2021
Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning Jian Hu Siyang Jiang Seth Austin Harding Haibin Wu Shihua Liao 207 91 0 06 Feb 2021
Hybrid Information-driven Multi-agent Reinforcement Learning W. Dawson Ruben Glatt Edward Rusu Braden C. Soper R. Goldhahn 11 2 0 01 Feb 2021
Hybrid Beamforming for mmWave MU-MISO Systems Exploiting Multi-agent Deep Reinforcement Learning Qisheng Wang Xiao Li Shi Jin Yijian Chen 32 12 0 01 Feb 2021
Multi-Agent Reinforcement Learning with Temporal Logic Specifications Lewis Hammond Alessandro Abate Julian Gutierrez Michael Wooldridge AI4CE 105 33 0 01 Feb 2021
Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning Sayak Mukherjee Renke Huang Qiuhua Huang T. Vu Tianzhixi Yin 34 7 0 29 Jan 2021
Safe Multi-Agent Reinforcement Learning via Shielding Ingy Elsayed-Aly Suda Bharadwaj Chris Amato Rüdiger Ehlers Ufuk Topcu Lu Feng 90 96 0 27 Jan 2021
Flocking and Collision Avoidance for a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning Chao Yan Xiaojia Xiang Chang Wang Zhen Lan 40 10 0 20 Jan 2021
UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers Siyi Hu Fengda Zhu Xiaojun Chang Xiaodan Liang OffRL 94 77 0 20 Jan 2021
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta G. Srinivasaraghavan S. Mohalik Nishant Kumar Matthew E. Taylor 55 15 0 18 Jan 2021
Cooperative and Competitive Biases for Multi-Agent Reinforcement Learning Heechang Ryu Hayong Shin Jinkyoo Park 51 6 0 18 Jan 2021
Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates Zengyi Qin Kai Zhang Yuxiao Chen Jingkai Chen Chuchu Fan 118 133 0 14 Jan 2021
Solving Common-Payoff Games with Approximate Policy Iteration Samuel Sokota Edward Lockhart Finbarr Timbers Elnaz Davoodi Ryan DÓrazio Neil Burch Martin Schmid Michael Bowling Marc Lanctot 97 22 0 11 Jan 2021
Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for MANETs Saeed Kaviani Bo Ryu Ejaz Ahmed Kevin Larson Anh-Ngoc Le Alex Yahja Jae H. Kim 67 20 0 09 Jan 2021
Attention Actor-Critic algorithm for Multi-Agent Constrained Co-operative Reinforcement Learning P. Parnika Raghuram Bharadwaj Diddigi Sai Koti Reddy Danda S. Bhatnagar 94 19 0 07 Jan 2021
Coding for Distributed Multi-Agent Reinforcement Learning Baoqian Wang Junfei Xie Nikolay Atanasov 78 4 0 07 Jan 2021
Adaptive Synthetic Characters for Military Training Volkan Ustun Rajay Kumar Adam Reilly Seyed Sajjadi Andrew Miller AI4CE 31 10 0 06 Jan 2021
Neurosymbolic Transformers for Multi-Agent Communication J. Inala Yichen Yang James Paulos Yewen Pu Osbert Bastani Vijay Kumar Martin Rinard Armando Solar-Lezama 102 24 0 05 Jan 2021
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels Tze-Yang Tung S. Kobus Joan S. Pujol Roig Deniz Gunduz 116 2 0 02 Jan 2021
Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Coordination by Multi-Critic Policy Gradient Optimization Yoav Alon Huiyu Zhou 105 10 0 31 Dec 2020
Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing Zheqi Zhu Shuo Wan Pingyi Fan Khaled B. Letaief 120 78 0 28 Dec 2020
Generation of Traffic Flows in Multi-Agent Traffic Simulation with Agent Behavior Model based on Deep Reinforcement Learning Junjie Zhong Hiromitsu Hattori AI4CE 19 0 0 26 Dec 2020
Multi-Agent Reinforcement Learning for Dynamic Ocean Monitoring by a Swarm of Buoys M. Kouzehgar Malika Meghjani Roland Bouffanais 40 24 0 21 Dec 2020
Difference Rewards Policy Gradients Jacopo Castellini Sam Devlin F. Oliehoek Rahul Savani 51 13 0 21 Dec 2020
Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty Aravind Venugopal Elizabeth Bondi-Kelly Harshavardhan Kamarthi Keval Dholakia Balaraman Ravindran Milind Tambe 52 6 0 18 Dec 2020
MAGNet: Multi-agent Graph Network for Deep Multi-agent Reinforcement Learning Aleksandra Malysheva D. Kudenko A. Shpilman AI4CE 53 19 0 17 Dec 2020
Robust Multi-Agent Reinforcement Learning with Social Empowerment for Coordination and Communication T. V. D. Heiden Christoph Salge E. Gavves H. V. Hoof 51 9 0 15 Dec 2020