Improved POMDP Tree Search Planning with Prioritized Action Branching

John Mern, Anil Yildiz, Larry Bush +2

Online solvers for partially observable Markov decision processes have difficulty scaling to problems with large action spaces. This paper proposes a method called PA-POMCPOW to sa…