From the 1 of 11 linked papers with an AI index.
1 citations · 1 across the 5 of their papers we have counts for
3 papers · 1 filter
AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration
Xinxing Ren, Qianbo Zang, Ziyan Wang +4
The paper introduces AgentRadio, an asynchronous message‑passing layer that enables multiple LLM coding agents to stay passively aware of each other's findings during long‑horizon…
M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality
Ziyan Wang, Zhicheng Zhang, Fei Fang +1
Designing effective reward functions in multi-agent reinforcement learning (MARL) is a significant challenge, often leading to suboptimal or misaligned behaviors in complex, coordi…
Safe Multi-agent Reinforcement Learning with Natural Language Constraints
Ziyan Wang, Meng Fang, Tristan Tomilin +2
The role of natural language constraints in Safe Multi-agent Reinforcement Learning (MARL) is crucial, yet often overlooked. While Safe MARL has vast potential, especially in field…