2025
Solving Robust Markov Decision Processes: Generic, Reliable, Efficient
AAAI 2025technical
Markov decision processes (MDP) are a well-established model for sequential decision-making in the presence of probabilities. In *robust* MDP (RMDP), every action is associated with an *uncertainty set* of probability distributions, modelling that transition probabilities are not known precisely. Ba…