Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes.

Thomas L. Dean Robert Givan Sonia M. Leach

Published in: UAI (1997)

Keyphrases

markov decision processes
markov decision process
reinforcement learning
dynamic programming
state space
mathematical model
objective function
optimal solution
probabilistic model
probability distribution
least squares
transition matrices