Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction

Dilip Arumugam, Satinder Singh

The Bayes-Adaptive Markov Decision Process (BAMDP) formalism pursues the Bayes-optimal solution to the exploration-exploitation trade-off in reinforcement learning. As the computat…