activity
20242026
most citedFrom Pixels to Temporal Correlations: Learning Informative Representations for Reinforcement Learning Pre-training

1 citations · 1 across the 3 of their papers we have counts for

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cs.MA2025

CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness

Shoucheng Song, Youfang Lin, Sheng Han +4

Communication has been widely employed to enhance multi-agent collaboration. Previous research has typically assumed delay-free communication, a strong assumption that is challengi…

cs.MA2024

Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space

Xiaoyang Yu, Youfang Lin, Shuo Wang +2

In a multi-agent system (MAS), action semantics indicates the different influences of agents' actions toward other entities, and can be used to divide agents into groups in a physi…