The authors explore continuous MDP homomorphisms and derive policy gradient theorems for stochastic and deterministic policies, enhancing policy optimization through state-action abstraction.
MDP Homomorphisms and Policy Gradient Theorems are crucial for optimizing policies in continuous MDPs.