Sample-Optimal Parametric Q-Learning with Linear Transition Models.

Lin F. Yang Mengdi Wang

Published in: CoRR (2019)

Keyphrases

cooperative
parametric models
machine learning
probabilistic model
reinforcement learning
worst case
linear model
transition model
neural network
minimum error
multi agent reinforcement learning
optimal control
function approximation
statistical models
model selection
state space
learning algorithm