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
Collective Conditioned Reflex: A Bio-Inspired Fast Emergency Reaction Mechanism for Designing Safe Multi-Robot Systems Bowei He Zhen Zhao Wenhao Luo R. Liu 94 4 0 24 Feb 2022
Comparative analysis of machine learning methods for active flow control F. Pino Lorenzo Schena Jean Rabault M. A. Mendez 107 44 0 23 Feb 2022
A Decentralized Communication Framework based on Dual-Level Recurrence for Multi-Agent Reinforcement Learning Jingchen Li Haobin Shi Kao-Shing Hwang 34 3 0 22 Feb 2022
Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous multi-RAT Networks Mhd Saria Allahham A. Abdellatif N. Mhaisen Amr M. Mohamed A. Erbad Mohsen Guizani 81 32 0 21 Feb 2022
Cooperative Artificial Intelligence T. Baumann 34 0 0 20 Feb 2022
PooL: Pheromone-inspired Communication Framework forLarge Scale Multi-Agent Reinforcement Learning Zixuan Cao Mengzhi Shi Zhanbo Zhao Xiujun Ma 58 1 0 20 Feb 2022
Shaping Advice in Deep Reinforcement Learning Baicen Xiao Bhaskar Ramasubramanian Radha Poovendran 46 0 0 19 Feb 2022
Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games Dingyang Chen Yile Li Qi Zhang OffRL 125 11 0 18 Feb 2022
Disentangling Successor Features for Coordination in Multi-agent Reinforcement Learning Seungchan Kim Neale Van Stralen Girish Chowdhary Huy T. Tran 41 0 0 15 Feb 2022
Learning to Mitigate AI Collusion on Economic Platforms Gianluca Brero N. Lepore Eric Mibuari David C. Parkes 73 15 0 15 Feb 2022
Motivating Physical Activity via Competitive Human-Robot Interaction Boling Yang Golnaz Habibi Patrick E. Lancaster Byron Boots Joshua R. Smith 62 8 0 14 Feb 2022
Individual-Level Inverse Reinforcement Learning for Mean Field Games Yang Chen Libo Zhang Jiamou Liu Shuyue Hu AI4CE 82 9 0 13 Feb 2022
Strategy Synthesis for Zero-Sum Neuro-Symbolic Concurrent Stochastic Games Rui Yan G. Santos G. Norman David Parker Marta Kwiatkowska 54 9 0 13 Feb 2022
Group-Agent Reinforcement Learning Kaiyue Wu Xiaoming Zeng OOD OffRL 41 3 0 10 Feb 2022
Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization Jian Zhao Yue Zhang Xu Hu Weixun Wang Wen-gang Zhou Jianye Hao Jiangcheng Zhu Houqiang Li 60 4 0 09 Feb 2022
Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence Dongsheng Ding Chen-Yu Wei Jianchao Tan M. Jovanović 88 69 0 08 Feb 2022
Attacking c-MARL More Effectively: A Data Driven Approach Nhan H. Pham Lam M. Nguyen Jie Chen Hoang Thanh Lam Subhro Das Tsui-Wei Weng AAML 99 2 0 07 Feb 2022
A Survey on Safety-Critical Driving Scenario Generation -- A Methodological Perspective Wenhao Ding Chejian Xu Mansur Arief Hao-ming Lin Yue Liu Ding Zhao 119 165 0 04 Feb 2022
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization Dianbo Liu Alex Lamb Xu Ji Pascal Junior Tikeng Notsawo Michael C. Mozer Yoshua Bengio Kenji Kawaguchi 63 16 0 02 Feb 2022
Federated Reinforcement Learning for Collective Navigation of Robotic Swarms Seongin Na Tomáš Rouček Jiří Ulrich Jan Pikman T. Krajník Barry Lennox F. Arvin 74 34 0 02 Feb 2022
Robustness and Adaptability of Reinforcement Learning based Cooperative Autonomous Driving in Mixed-autonomy Traffic Rodolfo Valiente Behrad Toghi Ramtin Pedarsani Y. P. Fallah 129 58 0 02 Feb 2022
Trust Region Bounds for Decentralized PPO Under Non-stationarity Mingfei Sun Sam Devlin Jacob Beck Katja Hofmann Shimon Whiteson 140 11 0 31 Jan 2022
Learning Collective Action under Risk Diversity Ramona Merhej Fernando P. Santos Francisco S. Melo Mohamed Chetouani Francisco C. Santos 32 1 0 30 Jan 2022
Any-Play: An Intrinsic Augmentation for Zero-Shot Coordination Keane Lucas R. Allen 103 26 0 28 Jan 2022
Overcoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications Mingyu Cai Erfan Aasi C. Belta C. Vasile 105 25 0 28 Jan 2022
Competition over data: how does data purchase affect users? Yongchan Kwon Antonio A. Ginart James Zou 55 5 0 26 Jan 2022
Multi-Agent Adversarial Attacks for Multi-Channel Communications Juncheng Dong Suya Wu Mohammadreza Soltani Vahid Tarokh AAML 70 3 0 22 Jan 2022
Reinforcement Learning Your Way: Agent Characterization through Policy Regularization Charl Maree C. Omlin 59 8 0 21 Jan 2022
Interpretable Learned Emergent Communication for Human-Agent Teams Seth Karten Mycal Tucker Huao Li Siva Kailas Michael Lewis Katia Sycara AI4CE 80 10 0 19 Jan 2022
K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents H. Khorasgani Haiyan Wang Hsiu-Khuern Tang Chetan Gupta 40 3 0 18 Jan 2022
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning Jingqing Ruan Yali Du Xuantang Xiong Dengpeng Xing Xiyun Li Linghui Meng Haifeng Zhang Jun Wang Bo Xu 89 30 0 17 Jan 2022
Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning Baicen Xiao Bhaskar Ramasubramanian Radha Poovendran 106 6 0 12 Jan 2022
Offsetting Unequal Competition through RL-assisted Incentive Schemes Paramita Koley Aurghya Maiti Sourangshu Bhattacharya Niloy Ganguly 64 1 0 05 Jan 2022
Conditional Imitation Learning for Multi-Agent Games Andy Shih Stefano Ermon Dorsa Sadigh 88 11 0 05 Jan 2022
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients Hanhan Zhou Tian-Shing Lan Vaneet Aggarwal 108 32 0 04 Jan 2022
Analyzing Micro-Founded General Equilibrium Models with Many Agents using Deep Reinforcement Learning Michael J. Curry Alexander R. Trott Soham R. Phade Yunru Bai Stephan Zheng 90 5 0 03 Jan 2022
A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning Xueguang Lyu Andrea Baisero Yuchen Xiao Chris Amato OffRL 85 16 0 03 Jan 2022
3DPG: Distributed Deep Deterministic Policy Gradient Algorithms for Networked Multi-Agent Systems Adrian Redder Arunselvan Ramaswamy Holger Karl OffRL 43 2 0 03 Jan 2022
The Introspective Agent: Interdependence of Strategy, Physiology, and Sensing for Embodied Agents Sarah M Pratt Luca Weihs Ali Farhadi 53 2 0 02 Jan 2022
Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation Mohammad Salimibeni Arash Mohammadi Parvin Malekzadeh Konstantinos N. Plataniotis 55 5 0 30 Dec 2021
Multiagent Model-based Credit Assignment for Continuous Control Dongge Han Chris Xiaoxuan Lu Tomasz P. Michalak Michael Wooldridge 63 6 0 27 Dec 2021
Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling B. Freed Aditya Kapoor Ian Abraham J. Schneider Howie Choset 78 5 0 23 Dec 2021
Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning Raphael Avalos Mathieu Reymond Ann Nowé D. Roijers OffRL 67 6 0 23 Dec 2021
Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination Rui Zhao Jinming Song Yufeng Yuan Haifeng Hu Yang Gao Yi Wu Zhongqian Sun Yang Wei 95 69 0 22 Dec 2021
Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation Enrico Marchesini Alessandro Farinelli 56 18 0 16 Dec 2021
Learning to Share in Multi-Agent Reinforcement Learning Yuxuan Yi G. Li Yaowei Wang Zongqing Lu 88 13 0 16 Dec 2021
Learning to Guide and to Be Guided in the Architect-Builder Problem Paul Barde Tristan Karch Derek Nowrouzezahrai Clément Moulin-Frier C. Pal Pierre-Yves Oudeyer 68 5 0 14 Dec 2021
Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module Wei-Cheng Tseng Wei Wei Da-Cheng Juan Min Sun 92 2 0 14 Dec 2021
Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots Zicheng He Lu Dong Chunwei Song Changyin Sun 74 28 0 13 Dec 2021
Federated Reinforcement Learning at the Edge Konstantinos Gatsis FedML 68 5 0 11 Dec 2021