Convergence Analysis on Approximate Reinforcement Learning.

Jinsong Leng Lakhmi C. Jain Colin Fyfe

Published in: KSEM (2007)

Keyphrases

convergence analysis
reinforcement learning
global convergence
function approximation
optimality conditions
markov decision processes
state space
newton method
learning algorithm
optimal policy
transfer learning
supervised learning
semi supervised learning
exact solution
model free
approximation methods