Lookahead-Bounded Q-Learning

1 code implementation • ICML 2020 • Ibrahim El Shar, Daniel R. Jiang

We introduce the lookahead-bounded Q-learning (LBQL) algorithm, a new, provably convergent variant of Q-learning that seeks to improve the performance of standard Q-learning in stochastic environments through the use of ``lookahead'' upper and lower bounds.

Q-Learning