Homomorphic Mappings for Value-Preserving State Aggregation in Markov Decision Processes

Shuo Zhao, Yongqiang Li, Yu Feng +2

State aggregation aims to reduce the computational complexity of solving Markov Decision Processes (MDPs) while preserving the performance of the original system. A fundamental cha…