State Aggregation Learning from Markov Transition Data

Yaqi Duan, Tracy Ke, Mengdi Wang

Neural Information Processing Systems 

State aggregation is a popular model reduction method rooted in optimal control. It reduces the complexity of engineering systems by mapping the system's states