v1v2 (latest)

Counterfactual Multi-Agent Policy Gradients

24 May 2017

Jakob N. Foerster

Gregory Farquhar

Triantafyllos Afouras

Nantas Nardelli

Shimon Whiteson

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Papers citing "Counterfactual Multi-Agent Policy Gradients"

50 / 52 papers shown

Title
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL Yuxuan Zheng Yihe Zhou Feiyang Xu Mingli Song Shunyu Liu OffRL 56 0 0 10 May 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Weinan Zhang OffRL 117 5 0 21 Apr 2025
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? Zhouyang Jiang Bin Zhang Airong Wei Zhiwei Xu OffRL 131 0 0 17 Apr 2025
An Efficient Approach for Cooperative Multi-Agent Learning Problems Ángel Aso-Mollar Eva Onaindia 68 0 0 07 Apr 2025
Reinforcement Learning of Multi-robot Task Allocation for Multi-object Transportation with Infeasible Tasks Yuma Shida Tomohiko Jimbo Tadashi Odashima Takamitsu Matsubara 74 1 0 20 Feb 2025
Causal Mean Field Multi-Agent Reinforcement Learning Hao Ma Zhiqiang Pu Yi Pan Boyin Liu Junlong Gao Zhenyu Guo 148 0 0 20 Feb 2025
Single-Agent Planning in a Multi-Agent System: A Unified Framework for Type-Based Planners Fengming Zhu Fangzhen Lin 124 1 0 13 Feb 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 228 0 0 08 Feb 2025
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network Jijia Liu Feng Gao Q. Liao Chao Yu Yu Wang OffRL 138 0 0 01 Feb 2025
PIMAEX: Multi-Agent Exploration through Peer Incentivization Michael Kolle Johannes Tochtermann Julian Schonberger Gerhard Stenzel Philipp Altmann Claudia Linnhoff-Popien 85 0 0 03 Jan 2025
Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach Johan Peralez Aurélien Delage Olivier Buffet J. Dibangoye 82 1 0 03 Jan 2025
MADiff: Offline Multi-agent Learning with Diffusion Models Zhengbang Zhu Minghuan Liu Liyuan Mao Bingyi Kang Minkai Xu Yong Yu Stefano Ermon Weinan Zhang DiffM OffRL 154 40 0 03 Jan 2025
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control Rohit Bokade Xiaoning Jin OffRL 172 0 0 10 Nov 2024
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games Fanqi Kong Yizhe Huang Song-Chun Zhu Siyuan Qi Xue Feng 58 2 0 10 Oct 2024
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems Qiushuo Hou Sangwoo Park Matteo Zecchin Yunlong Cai Guanding Yu Osvaldo Simeone 436 1 0 30 Sep 2024
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach Johan Peralez Aurélien Delage Jacopo Castellini Rafael F. Cunha J. Dibangoye 83 0 0 23 Aug 2024
A Survey on Self-play Methods in Reinforcement Learning Chao Yu Zelai Xu Chengdong Ma Chao Yu Weijuan Tu ... Deheng Ye Wenbo Ding Yaodong Yang Yu Wang Yu Wang SyDa SSL OnRL 100 9 0 02 Aug 2024
Simplifying Deep Temporal Difference Learning Matteo Gallici Mattie Fellows Benjamin Ellis B. Pou Ivan Masmitja Jakob Foerster Mario Martin OffRL 120 26 0 05 Jul 2024
The Overcooked Generalisation Challenge Constantin Ruhdorfer Matteo Bortoletto Anna Penzkofer Andreas Bulling 99 4 0 25 Jun 2024
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents John L. Zhou Weizhe Hong Jonathan C. Kao 94 0 0 03 Jun 2024
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels Alexander C. DeRieux Walid Saad 100 1 0 24 May 2024
POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning Chang Huang Junqiao Zhao Shatong Zhu Hongtu Zhou Chen Ye T. Feng Changjun Jiang 109 0 0 13 May 2024
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? Yihe Zhou Shunyu Liu Yunpeng Qing Kaixuan Chen Tongya Zheng Jie Song Mingli Song 58 20 0 27 May 2023
Explainability in Deep Reinforcement Learning Alexandre Heuillet Fabien Couthouis Natalia Díaz Rodríguez XAI 176 282 0 15 Aug 2020
Agent Modelling under Partial Observability for Deep Reinforcement Learning Georgios Papoudakis Filippos Christianos Stefano V. Albrecht 67 65 0 16 Jun 2020
The Emergence of Individuality Jiechuan Jiang Zongqing Lu 52 40 0 10 Jun 2020
Reward Design in Cooperative Multi-agent Reinforcement Learning for Packet Routing Hangyu Mao Zhibo Gong Zhen Xiao 65 16 0 05 Mar 2020
Efficient Multi-robot Exploration via Multi-head Attention-based Cooperation Strategy Shuqi Liu Zhaoxia Wu 45 2 0 05 Nov 2019
Deep Decentralized Reinforcement Learning for Cooperative Control Florian Köpf Samuel Tesfazgi M. Flad Sören Hohmann 76 2 0 29 Oct 2019
The Multi-Agent Reinforcement Learning in MalmÖ (MARLÖ) Competition Diego Perez-Liebana Katja Hofmann Sharada Mohanty Noburu Kuno André Kramer Sam Devlin Raluca D. Gaina Daniel Ionita LRM 79 35 0 23 Jan 2019
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 153 4,501 0 07 Jun 2017
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games Peng Peng Ying Wen Yaodong Yang Quan Yuan Zhenkun Tang Haitao Long Jun Wang 65 335 0 29 Mar 2017
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning Abhishek Das Satwik Kottur J. M. F. Moura Stefan Lee Dhruv Batra OffRL 124 425 0 20 Mar 2017
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability Shayegan Omidshafiei Jason Pazis Chris Amato Jonathan P. How J. Vian 132 498 0 17 Mar 2017
Emergence of Grounded Compositional Language in Multi-Agent Populations Igor Mordatch Pieter Abbeel LLMAG 131 704 0 15 Mar 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip Torr Pushmeet Kohli Shimon Whiteson OffRL 189 599 0 28 Feb 2017
Multi-agent Reinforcement Learning in Sequential Social Dilemmas Joel Z Leibo V. Zambaldi Marc Lanctot J. Marecki T. Graepel 78 611 0 10 Feb 2017
Multi-Agent Cooperation and the Emergence of (Natural) Language Angeliki Lazaridou A. Peysakhovich Marco Baroni LLMAG 115 434 0 21 Dec 2016
Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence Emilio Jorge Mikael Kågebäck Fredrik D. Johansson E. Gustavsson 70 67 0 10 Nov 2016
Sample Efficient Actor-Critic with Experience Replay Ziyun Wang V. Bapst N. Heess Volodymyr Mnih Rémi Munos Koray Kavukcuoglu Nando de Freitas 102 762 0 03 Nov 2016
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games Gabriel Synnaeve Nantas Nardelli Alex Auvolat Soumith Chintala Timothée Lacroix Zeming Lin Florian Richoux Nicolas Usunier GNN 60 105 0 01 Nov 2016
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks Nicolas Usunier Gabriel Synnaeve Zeming Lin Soumith Chintala 69 138 0 10 Sep 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 224 1,150 0 25 May 2016
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 155 1,614 0 21 May 2016
Multiagent Cooperation and Competition with Deep Reinforcement Learning Ardi Tampuu Tambet Matiisen Dorian Kodelja Ilya Kuzovkin Kristjan Korjus Juhan Aru Jaan Aru Raul Vicente 96 865 0 27 Nov 2015
Deep Recurrent Q-Learning for Partially Observable MDPs Matthew J. Hausknecht Peter Stone 108 1,684 0 23 Jul 2015
High-Dimensional Continuous Control Using Generalized Advantage Estimation John Schulman Philipp Moritz Sergey Levine Michael I. Jordan Pieter Abbeel OffRL 106 3,434 0 08 Jun 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,734 0 11 Dec 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 257 6,784 0 03 Sep 2014
Empirically Evaluating Multiagent Learning Algorithms Erik Zawadzki A. Lipson Kevin Leyton-Brown 85 28 0 31 Jan 2014