Compositional Behavioral Semantics for State Abstraction in Reinforcement Learning

Yivan Zhang, Ziyan Luo, Manuel Baltieri

State abstraction plays a key role in scaling reinforcement learning to complex but structured systems. In studying such systems, a wide range of behavioral structures have been st…