Improving LLM Collaboration via Multi-Agent Preference Learning
Shuo Liu, Xinzichen Li, Tianle Chen, Christopher Amato
Preprint · 2026
· Under review
Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic
Shuo Liu, Tianle Chen, Ryan Amiri, Christopher Amato
ICML 2026
· Oral at MALGAI@ICLR-26
LLM Collaboration with Multi-Agent Reinforcement Learning
Shuo Liu, Zeyu Liang, Xueguang Lyu, Christopher Amato
AAAI 2026
