"multi-agent reinforcement learning" Papers

65 papers found • Page 2 of 2

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning

Xinran Li, Zifan LIU, Shibo Chen et al.

ICML 2024arXiv:2405.18110
10
citations

LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning

Hyungho Na, IL CHUL MOON

ICML 2024arXiv:2405.19998
4
citations

Major-Minor Mean Field Multi-Agent Reinforcement Learning

Kai Cui, Christian Fabian, Anam Tahir et al.

ICML 2024arXiv:2303.10665
5
citations

Modelling Competitive Behaviors in Autonomous Driving Under Generative World Model

Guanren Qiao, Guiliang Liu, Guorui Quan et al.

ECCV 2024
7
citations

Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy

Riqiang Gao, Florin-Cristian Ghesu, Simon Arberet et al.

ICML 2024arXiv:2406.01853
3
citations

Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing

Amutheezan Sivagnanam, Ava Pettet, Hunter Lee et al.

ICML 2024arXiv:2405.13205
7
citations

Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints

Dan Qiao, Yu-Xiang Wang

ICML 2024arXiv:2402.01111
4
citations

REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes

David Ireland, Giovanni Montana

ICLR 2024arXiv:2401.08850
6
citations

RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning

Jingdi Chen, Tian Lan, Carlee Joe-Wong

AAAI 2024paperarXiv:2308.03358
17
citations

Robust Communicative Multi-Agent Reinforcement Learning with Active Defense

Lebin Yu, Yunbo Qiu, Quanming Yao et al.

AAAI 2024paperarXiv:2312.11545
9
citations

Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty

Laixi Shi, Eric Mazumdar, Yuejie Chi et al.

ICML 2024arXiv:2404.18909
17
citations

Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach

Bin Zhang, Hangyu Mao, Lijuan Li et al.

ICML 2024

Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing

Haobin Jiang, Ziluo Ding, Zongqing Lu

AAAI 2024paperarXiv:2402.02097
8
citations

STAS: Spatial-Temporal Return Decomposition for Multi-Agent Reinforcement Learning

Sirui Chen, Zhaowei Zhang, Yaodong Yang et al.

AAAI 2024paperarXiv:2304.07520
6
citations

UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution

Gengrui Zhang, Xiaoshuang Chen, Yao WANG et al.

AAAI 2024paperarXiv:2401.06470
11
citations