3 papers
cs.LG2026
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning is A Context Modeling Problem
Chao Li, Bingkun Bao, Yang Gao
This paper studies fully decentralized cooperative multi-agent reinforcement learning, where each agent solely observes the states, its local actions, and the shared rewards. The i…
cs.AI2026
Towards Next-Generation Healthcare: A Survey of Medical Embodied AI for Perception, Decision-Making, and Action
Cheng Zhang, Qing Cai, Xingzheng Wu +6
Foundation models have demonstrated impressive performance in enhancing healthcare efficiency across a wide range of medical applications. Nevertheless, their limited ability to pe…
cs.AI2026
OpenGuanDan: A Large-Scale Imperfect Information Game Benchmark
Chao Li, Shangdong Yang, Chiheng Zhan +5
The advancement of data-driven artificial intelligence (AI), particularly machine learning, heavily depends on large-scale benchmarks. Despite remarkable progress across domains ra…