arXiv · Multiagent Systems· Sangmin Lee, Youngju Na, Chanmi Lee, Sung-eui Yoon·· 4 hr agoAI score25
基于保支撑蒸馏的多智能体协同
Multi-Agent Coordination via Support-Preserving Distillation
AI brief
论文提出 Mode-Support Semi-Discrete Optimal Transport(MoSDOT),解决离线多智能体强化学习中流式教师模型把相近噪声样本路由到冲突协同模式、进而经蒸馏损失传播到学生策略的问题。
Source: arXiv · Multiagent Systems · arxiv.org