Approximate Global Convergence of Independent Learning in Multi-Agent Systems

Ruiyang Jin, Zaiwei Chen, Yiheng Lin +2

Independent learning (IL), despite being a popular approach in practice to achieve scalability in large-scale multi-agent systems, usually lacks global convergence guarantees. In t…