Bingbing Li

On Optimal Event-Triggered Distributed Control for Stochastic Multi-Agent Systems via Reinforcement Learning

Ziming Wang, Bingbing Li, Karl H. Johansson, Apostolos I. Rikos

We propose a reinforcement learning (RL) based optimal distributed control algorithm for the multi-agent systems (MASs) with stochastic uncertainties. Unlike existing methods, during the optimized backstepping design process, we use the actor-critic-identifier structure. The acto…Read more

A unified framework for large language model-guided reinforcement learning in digital twin industrial environments

Haolin Fan, Edward Chow, Thomas Lu, Jerry Ying Hsi Fuh, Wen Feng Lu, Bingbing Li