Multiagent Cooperation and Competition with Deep Reinforcement Learning

27 November 2015

Papers citing "Multiagent Cooperation and Competition with Deep Reinforcement Learning"

50 / 290 papers shown

Title
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 203 0 0 17 Mar 2025
SPECTra: Scalable Multi-Agent Reinforcement Learning with Permutation-Free Networks Hyunwoo Park Baekryun Seong Sang-Ki Ko GNN 65 0 0 14 Mar 2025
Causal Mean Field Multi-Agent Reinforcement Learning Hao Ma Zhiqiang Pu Yi Pan Boyin Liu Junlong Gao Zhenyu Guo 83 0 0 20 Feb 2025
An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management Eslam Eldeeb Hirley Alves OffRL 80 0 0 22 Jan 2025
Multi-Modality Collaborative Learning for Sentiment Analysis Shanmin Wang Chengguang Liu Qingshan Liu 42 0 0 21 Jan 2025
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Yue Deng Yan Yu Weiyu Ma Zirui Wang Wenhui Zhu Jian Zhao Yin Zhang AAML 40 1 0 23 Dec 2024
Multi Agent Reinforcement Learning for Sequential Satellite Assignment Problems Joshua Holder Natasha Jaques Mehran Mesbahi 74 1 0 20 Dec 2024
An Advantage-based Optimization Method for Reinforcement Learning in Large Action Space Hai Lin Cheng Huang Zhihong Chen OffRL 72 0 0 17 Dec 2024
Guiding Multi-agent Multi-task Reinforcement Learning by a Hierarchical Framework with Logical Reward Shaping Chanjuan Liu Jinmiao Cong Bingcai Chen Yaochu Jin Enqiang Zhu 40 0 0 02 Nov 2024
Leveraging Graph Neural Networks and Multi-Agent Reinforcement Learning for Inventory Control in Supply Chains Niki Kotecha Antonio del Rio Chanona 38 2 0 24 Oct 2024
Enhancing Two-Player Performance Through Single-Player Knowledge Transfer: An Empirical Study on Atari 2600 Games Kimiya Saadat Richard Zhao 37 0 0 22 Oct 2024
MARLens: Understanding Multi-agent Reinforcement Learning for Traffic Signal Control via Visual Analytics Yutian Zhang Guohong Zheng Zhiyuan Liu Quan Li Haipeng Zeng 42 2 0 02 Oct 2024
Enabling Multi-Robot Collaboration from Single-Human Guidance Zhengran Ji Lingyu Zhang Paul Sajda Boyuan Chen 37 1 0 30 Sep 2024
XP-MARL: Auxiliary Prioritization in Multi-Agent Reinforcement Learning to Address Non-Stationarity Jianye Xu Omar Sobhy Bassam Alrifaee 40 2 0 18 Sep 2024
Learning Nudges for Conditional Cooperation: A Multi-Agent Reinforcement Learning Model Shatayu Kulkarni Sabine Brunswicker 22 0 0 14 Sep 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 31 9 0 04 Sep 2024
Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning Jiaming Yin Weixiong Rao Yu Xiao Keshuang Tang 21 0 0 01 Sep 2024
A semi-centralized multi-agent RL framework for efficient irrigation scheduling B. T. Agyeman Benjamin Decard-Nelson Jinfeng Liu Sirish L. Shah 36 2 0 15 Aug 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems Zhuohui Zhang Bin He Bin Cheng Gang Li 40 1 0 14 Aug 2024
QTypeMix: Enhancing Multi-Agent Cooperative Strategies through Heterogeneous and Homogeneous Value Decomposition Songchen Fu Shaojing Zhao Ta Li Yonghong Yan 31 2 0 12 Aug 2024
Collaborative Adaptation for Recovery from Unforeseen Malfunctions in Discrete and Continuous MARL Domains Yasin Findik Hunter Hasenfus Reza Azadeh 33 0 0 27 Jul 2024
Relational Q-Functionals: Multi-Agent Learning to Recover from Unforeseen Robot Malfunctions in Continuous Action Domains Yasin Findik Paul Robinette Kshitij Jerath Reza Azadeh 36 1 0 27 Jul 2024
KoMA: Knowledge-driven Multi-agent Framework for Autonomous Driving with Large Language Models Kemou Jiang Xuan Cai Zhiyong Cui Aoyong Li Yilong Ren Haiyang Yu Hao Yang Daocheng Fu Licheng Wen Pinlong Cai LLMAG 50 226 0 19 Jul 2024
Cooperative Reward Shaping for Multi-Agent Pathfinding Zhenyu Song Rong-hao Zheng Senlin Zhang Mei-qin Liu 46 1 0 15 Jul 2024
CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC Philipp Bordne M. A. Hasan Eddie Bergman Noor H. Awad André Biedenkapp 36 1 0 08 Jul 2024
Diffusion Models for Offline Multi-agent Reinforcement Learning with Safety Constraints Jianuo Huang OffRL 27 0 0 30 Jun 2024
Tree Search for Simultaneous Move Games via Equilibrium Approximation Ryan Yu A. Olshevsky Peter Chin 38 0 0 14 Jun 2024
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation Claude Formanek C. Tilbury Louise Beyers Jonathan P. Shock Arnu Pretorius OffRL 42 1 0 13 Jun 2024
Multi-agent Reinforcement Learning with Deep Networks for Diverse Q-Vectors Zhenglong Luo Zhiyong Chen James Welsh 33 1 0 12 Jun 2024
Online Frequency Scheduling by Learning Parallel Actions Anastasios Giovanidis Mathieu Leconte Sabrine Aroua T. Kvernvik David Sandberg 39 1 0 07 Jun 2024
Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach Anton Plaksin Vitaly Kalev 26 0 0 03 May 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories Ning Yang Shuo Chen Haijun Zhang Randall Berry OffRL 29 6 0 22 Apr 2024
Distributional Black-Box Model Inversion Attack with Multi-Agent Reinforcement Learning Huan Bao Kaimin Wei Yongdong Wu Jin Qian Robert H. Deng 48 0 0 22 Apr 2024
Cooperative Sentiment Agents for Multimodal Sentiment Analysis Shan Wang Hui Shuai Qingshan Liu Fei Wang LLMAG 48 1 0 19 Apr 2024
Effective Reinforcement Learning Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 40 0 0 15 Apr 2024
Strategizing against Q-learners: A Control-theoretical Approach Yuksel Arslantas Ege Yuceel Muhammed O. Sayin 28 4 0 13 Mar 2024
Reaching Consensus in Cooperative Multi-Agent Reinforcement Learning with Goal Imagination Liangzhou Wang Kaiwen Zhu Fengming Zhu Xinghu Yao Shujie Zhang Deheng Ye Haobo Fu Qiang Fu Wei Yang 39 0 0 05 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 47 0 0 04 Mar 2024
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins Eslam Eldeeb Houssem Sifaou Osvaldo Simeone M. Shehab Hirley Alves OffRL 48 3 0 13 Feb 2024
Fully Independent Communication in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud Xiaolan Liu 32 4 0 26 Jan 2024
Innate-Values-driven Reinforcement Learning for Cooperative Multi-Agent Systems Qin Yang 18 0 0 10 Jan 2024
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning Yanwen Ba Xuan Liu Xinning Chen Hao Wang Yang Xu Kenli Li Shigeng Zhang 28 2 0 19 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
Mastering Complex Coordination through Attention-based Dynamic Graph Guangchong Zhou Zhiwei Xu Zeren Zhang Guoliang Fan GNN 12 0 0 07 Dec 2023
Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing Langtian Qin Hancheng Lu Yuang Chen Baolin Chong Feng Wu 13 0 0 03 Dec 2023
Learning to Cooperate and Communicate Over Imperfect Channels Jannis Weil Gizem Ekinci Heinz Koeppl Tobias Meuser 23 0 0 24 Nov 2023
JaxMARL: Multi-Agent RL Environments in JAX Alex Rutherford Benjamin Ellis Matteo Gallici Jonathan Cook Andrei Lupu ... Bruno Lacerda Nick Hawes Tim Rocktaschel Chris Xiaoxuan Lu Jakob N. Foerster 36 20 0 16 Nov 2023
Learning Independently from Causality in Multi-Agent Environments Rafael Pina V. D. Silva Corentin Artaud LRM 19 0 0 05 Nov 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning M. Gerstgrasser Tom Danino Sarah Keren 29 5 0 01 Nov 2023
QFree: A Universal Value Function Factorization for Multi-Agent Reinforcement Learning Rizhong Wang Huiping Li Di Cui Demin Xu OffRL 24 0 0 01 Nov 2023