Bayesian Reinforcement Learning for Single-Episode Missions in Partially Unknown Environments

Matthew Budd, Paul Duckworth, Nick Hawes, Bruno Lacerda

Abstract: We consider planning for mobile robots conducting missions in real-world domains where a priori unknown dynamics affect the robot’s costs and transitions. We study single-episode missions where it ...