A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation.

Jalaj Bhandari Daniel Russo Raghav Singal

Published in: COLT (2018)

Keyphrases

function approximation
temporal difference learning
temporal difference learning algorithms
reinforcement learning
function approximators

temporal difference
learning tasks
model free
fixed point
game playing

radial basis function
evaluation function
reinforcement learning algorithms
artificial neural networks

supervised learning
markov decision processes
state space
neural network