An Adaptive State Aggregation Algorithm for Markov Decision Processes

Guanting Chen, Johann Demetrio Gaebler, Matt Peng +2

Value iteration is a well-known method of solving Markov Decision Processes (MDPs) that is simple to implement and boasts strong theoretical convergence guarantees. However, the co…