Maziar Gomrokchi

A Survey of Exploration Methods in Reinforcement Learning

2021 · arXiv (Cornell University)

Exploration is an essential component of reinforcement learning algorithms, where agents need to learn how to predict and control unknown and often stochastic environments. Reinforcement learning agents depend crucially on exploration to obtain informative data …