Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing

15 February 2021

Papers citing "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing"

50 / 59 papers shown

Title
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review Chengmin Zhou Ville Kyrki P. Fränti Laura Ruotsalainen BDL AI4CE 42 0 0 12 May 2025
Boosting Offline Optimizers with Surrogate Sensitivity Manh Cuong Dao Phi Le Nguyen Thao Nguyen Truong Trong Nghia Hoang OffRL 57 0 0 06 Mar 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 54 0 0 08 Feb 2025
Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning Xinran Li Ling Pan Jun Zhang 20 1 0 11 Oct 2024
Crafting desirable climate trajectories with RL explored socio-environmental simulations James Rudd-Jones Fiona Thendean María Pérez-Ortiz 22 1 0 09 Oct 2024
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training Pihe Hu Shaolong Li Zhuoran Li L. Pan Longbo Huang 21 0 0 28 Sep 2024
Dashing for the Golden Snitch: Multi-Drone Time-Optimal Motion Planning with Multi-Agent Reinforcement Learning X. Wang Jin Zhou Yuanli Feng Jiahao Mei Jiming Chen Shuo Li 29 1 0 25 Sep 2024
CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems Zhen Chen Yong Liao Youpeng Zhao Zipeng Dai Jian Zhao AAML 23 0 0 25 Jun 2024
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics Jiawei Gao Ziqin Wang Zeqi Xiao Jingbo Wang Tai Wang Jinkun Cao Xiaolin Hu Si Liu Jifeng Dai Jiangmiao Pang 42 14 0 20 Jun 2024
Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning Zhihao Liu Xianliang Yang Zichuan Liu Yifan Xia Wei Jiang Yuanyu Zhang Lijuan Li Guoliang Fan Lei Song Bian Jiang LLMAG 31 1 0 27 May 2024
Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning Matteo Bettini Ryan Kortvelesy Amanda Prorok 27 4 0 23 May 2024
N-Agent Ad Hoc Teamwork C. Wang Arrasy Rahman Ishan Durugkar Elad Liebman Peter Stone 28 2 0 16 Apr 2024
Growing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution Tim Seyde Peter Werner Wilko Schwarting Markus Wulfmeier Daniela Rus OffRL 32 4 0 05 Apr 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 38 4 0 05 Apr 2024
MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search Weizhe Chen Sven Koenig B. Dilkina 39 0 0 03 Apr 2024
Generalising Multi-Agent Cooperation through Task-Agnostic Communication D. Jayalath Steven D. Morad Amanda Prorok 32 0 0 11 Mar 2024
Fully Independent Communication in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud Xiaolan Liu 27 4 0 26 Jan 2024
Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities Pierce Howell Max Rudolph R. Torbati Kevin Fu H. Ravichandar 16 6 0 23 Jan 2024
Safe Multi-Agent Reinforcement Learning for Formation Control without Individual Reference Targets Murad Dawood Sicong Pan Nils Dengler Siqi Zhou Angela P. Schoellig Maren Bennewitz OffRL 24 3 0 20 Dec 2023
Adaptive parameter sharing for multi-agent reinforcement learning Dapeng Li Na Lou Bin Zhang Zhiwei Xu Guoliang Fan 19 3 0 14 Dec 2023
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Zican Hu Zongzhang Zhang Huaxiong Li Chunlin Chen Hongyu Ding Zhi Wang 62 8 0 08 Dec 2023
MAAIP: Multi-Agent Adversarial Interaction Priors for imitation from fighting demonstrations for physics-based characters Mohamed Younes Ewa Kijak R. Kulpa Simon Malinowski Franck Multon AI4CE 32 2 0 04 Nov 2023
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control Xianyue Peng Hang Gao Hao Wang H. M. Zhang H. Michael Zhang 40 1 0 17 Oct 2023
FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility Lang Feng Dong Xing Junru Zhang Gang Pan 21 1 0 08 Oct 2023
ESP: Exploiting Symmetry Prior for Multi-Agent Reinforcement Learning Xin Yu Rongye Shi Pu Feng Yongkai Tian Jie Luo Wenjun Wu 36 7 0 30 Jul 2023
Bayesian inference for data-efficient, explainable, and safe robotic motion planning: A review Chengmin Zhou Chao Wang Haseeb Hassan H. Shah Bingding Huang P. Fränti 3DV 35 3 0 16 Jul 2023
Decentralized Motor Skill Learning for Complex Robotic Systems Yanjiang Guo Zheyuan Jiang Yen-Jen Wang Jingyue Gao Jianyu Chen 19 6 0 30 Jun 2023
Learning Continuous Control with Geometric Regularity from Robot Intrinsic Symmetry Shengchao Yan Baohe Zhang Yuan Zhang Joschka Boedecker Wolfram Burgard 16 2 0 28 Jun 2023
Discovering Causality for Efficient Cooperation in Multi-Agent Environments Rafael Pina V. D. Silva Corentin Artaud 28 2 0 20 Jun 2023
Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers Lei Yuan Zifei Zhang Ke Xue Hao Yin F. Chen Cong Guan Lihe Li Chao Qian Yang Yu AAML 24 16 0 10 May 2023
Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation Lei Yuan F. Chen Zhongzhan Zhang Yang Yu AAML 44 10 0 09 May 2023
Multi-agent Continual Coordination via Progressive Task Contextualization Lei Yuan Lihe Li Ziqian Zhang Fuxiang Zhang Cong Guan Yang Yu CLL 29 7 0 07 May 2023
Robust Multi-agent Communication via Multi-view Message Certification Lei Yuan T. Jiang Lihe Li F. Chen Zongzhang Zhang Yang Yu 32 2 0 07 May 2023
Multi-agent Policy Reciprocity with Theoretical Guarantee Haozhi Wang Yinchuan Li Qing Wang Yunfeng Shao Jianye Hao 17 0 0 12 Apr 2023
Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning Woojun Kim Young-Jin Sung 17 7 0 02 Mar 2023
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning Cong Guan F. Chen Lei Yuan Zongzhang Zhang Yang Yu OffRL 29 4 0 19 Feb 2023
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning Lukas Schafer Oliver Slumbers Stephen Marcus McAleer Yali Du Stefano V. Albrecht D. Mguni 74 7 0 07 Feb 2023
Heterogeneous Multi-Robot Reinforcement Learning Matteo Bettini Ajay Shankar Amanda Prorok 22 40 0 17 Jan 2023
Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization Tanvi Verma Pradeep Varakantham 11 0 0 27 Dec 2022
Scalable Multi-Agent Reinforcement Learning for Warehouse Logistics with Robotic and Human Co-Workers Aleksandar Krnjaic Raul D. Steleac Jonathan D. Thomas Georgios Papoudakis Lukas Schafer ... Kuan-Ho Lao Murat Cubuktepe Matthew Haley Peter Borsting Stefano V. Albrecht OffRL 10 17 0 22 Dec 2022
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition Shunyu Liu Yihe Zhou Jie Song Tongya Zheng Kaixuan Chen Tongtian Zhu Zunlei Feng Mingli Song 32 16 0 23 Nov 2022
Solving Continuous Control via Q-learning Tim Seyde Peter Werner Wilko Schwarting Igor Gilitschenski Martin Riedmiller Daniela Rus Markus Wulfmeier OffRL LRM 27 22 0 22 Oct 2022
Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning Dianbo Liu Vedant Shah Oussama Boussif Cristian Meo Anirudh Goyal Tianmin Shu Michael C. Mozer N. Heess Yoshua Bengio 24 7 0 04 Oct 2022
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning Filippos Christianos Georgios Papoudakis Stefano V. Albrecht 27 4 0 28 Sep 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 39 49 0 21 Sep 2022
Deep Reinforcement Learning for Multi-Agent Interaction I. Ahmed Cillian Brewitt Ignacio Carlucho Filippos Christianos Mhairi Dunion ... Lukas Schafer Massimiliano Tamborski Giuseppe Vecchio Cheng Wang Stefano V. Albrecht DRL AI4CE 11 11 0 02 Aug 2022
Generating Teammates for Training Robust Ad Hoc Teamwork Agents via Best-Response Diversity Arrasy Rahman Elliot Fosong Ignacio Carlucho Stefano V. Albrecht 4 7 0 28 Jul 2022
Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis Shayegan Omidshafiei A. Kapishnikov Yannick Assogba Lucas Dixon Been Kim OffRL 31 5 0 17 Jun 2022
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL Siyi Hu Chuanlong Xie Xiaodan Liang Xiaojun Chang 6 20 0 01 Jun 2022
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning Mingyu Yang Jian Zhao Xu Hu Wen-gang Zhou Jiangcheng Zhu Houqiang Li 17 30 0 05 May 2022