Information-Theoretic Opacity-Enforcement in Markov Decision Processes.
Chongyang ShiYuheng BuJie FuPublished in: CoRR (2024)
Keyphrases
- information theoretic
- markov decision processes
- information theory
- mutual information
- optimal policy
- theoretic framework
- dynamic programming
- state space
- finite state
- policy iteration
- decision theoretic planning
- reinforcement learning
- transition matrices
- jensen shannon divergence
- information theoretic measures
- action space
- partially observable
- information bottleneck
- model based reinforcement learning
- infinite horizon
- average reward
- machine learning
- action sets
- reachability analysis