Region-Based Approximations for Planning in Stochastic Domains

Nevin Lianwen Zhang, Wenju Liu

This paper is concerned with planning in stochastic domains by means of partially observable Markov decision processes (POMDPs). POMDPs are difficult to solve. This paper identifie…