Zao Fu

Fuzzy Unified Iteration With Bilevel Optimization for Unknown Multiagent Systems

In multiagent systems (MASs), policy iteration (PI) and value iteration (VI) are two fundamental reinforcement learning paradigms for solving optimal cooperative control problems, exhibiting an inherent tradeoff between convergence speed and communication complexity. To clarify this tradeoff, this article reformulates...