Kernel-Based Reinforcement Learning in Average-Cost Problems: An Application to Optimal Portfolio Choice.

Dirk Ormoneit Peter W. Glynn

Published in: NIPS (2000)

Keyphrases

reinforcement learning
average cost
markov decision processes
linear programming
optimal control
long run
markov decision process
data mining
machine learning
optimal policy
special case
dynamic programming