2026
AgentPO: Enhancing Multi-Agent Collaboration via Reinforcement Learning
ICLR 2026poster
Multi-Agent Systems (MAS) offer a powerful paradigm for solving complex problems through distributed reasoning and collaboration. However, their effectiveness is often hindered by the challenge of optimizing interactions among agents. To address this, we introduce AgentPO, a novel framework that dir…