Decision-Focused Learning in MDPs: An Occupancy Measure Approach

Zihao Zhao, Ashwath K. Karunakaram, Ali Eshragh +2

In this work, we consider decision-focused learning (DFL) for a Markov decision process (MDP), where existing methods differentiate through the KKT conditions of the Bellman equati…