arXiv - CS - Multiagent Systems

Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning

Pub Date : 2024-09-18 DOI: arxiv-2409.12001 Claude Formanek, Louise Beyers, Callum Rhys Tilbury, Jonathan P. Shock, Arnu Pretorius

HARP: Human-Assisted Regrouping with Permutation Invariant Critic for Multi-Agent Reinforcement Learning

Pub Date : 2024-09-18 DOI: arxiv-2409.11741 Huawen Hu, Enze Shi, Chenxi Yue, Shuocun Yang, Zihao Wu, Yiwei Li, Tianyang Zhong, Tuo Zhang, Tianming Liu, Shu Zhang

On-policy Actor-Critic Reinforcement Learning for Multi-UAV Exploration

Pub Date : 2024-09-17 DOI: arxiv-2409.11058 Ali Moltajaei Farid, Jafar Roshanian, Malek Mouhoub