PEGASUS: A Policy Search Method for Large MDPs and POMDPs

Andrew Y. Ng, Michael I. Jordan

We propose a new approach to the problem of searching a space of policies for a Markov decision process (MDP) or a partially observable Markov decision process (POMDP), given a mod…