Algorithms for CVaR Optimization in MDPs.

Yinlam Chow Mohammad Ghavamzadeh

Published in: CoRR (2014)

Keyphrases

optimization problems
markov decision processes
learning algorithm
significant improvement
optimization algorithm
discrete optimization
reinforcement learning
theoretical analysis
optimization method
state space
worst case
computationally efficient
optimization methods