Rollout-Based Approximate Dynamic Programming for MDPs with Information-Theoretic Constraints

Zixuan He, Charalambos D. Charalambous, Photios A. Stavrou

This paper studies a finite-horizon Markov decision problem with information-theoretic constraints, where the goal is to minimize directed information from the controlled source pr…