Xuxi Yang

Fast Online Exact Solutions for Deterministic MDPs with Sparse Rewards

2018 · arXiv (Cornell University)

Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision making under uncertainty. The classical approaches for solving MDPs are well known and have been widely studied, some of which rely on approximation …