works on
anomaly detection 1coordination 1credit assignment 1cross-modal transfer 1dense rewards 1failure attribution 1image synthesis 1large language models 1LLM agents 1long-horizon agents 1multi-agent exploration 1neural controlled differential equations 1

From the 4 of 36 linked papers with an AI index.

activity
20242026
most citedA Definition of AGI

3 citations · 4 across the 33 of their papers we have counts for

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cs.MA2026

Multi-Agent LLMs Fail to Explore Each Other

Hyeong Kyu Choi, Jiatong Li, Wendi Li +2

The paper shows that large language model agents struggle to explore each other in multi-agent settings, leading to poor coordination, and introduces the MACE framework that uses s…