An Empirical Dynamic Programming Algorithm for Continuous MDPs

William B. Haskell, Rahul Jain, Hiteshi Sharma +1

We propose universal randomized function approximation-based empirical value iteration (EVI) algorithms for Markov decision processes. The `empirical' nature comes from each iterat…