New inference strategies for solving Markov Decision Processes using reversible jump MCMC

Matthias Hoffman, Hendrik Kueck, Nando de Freitas +1

In this paper we build on previous work which uses inferences techniques, in particular Markov Chain Monte Carlo (MCMC) methods, to solve parameterized control problems. We propose…