Multi-Timescale, Gradient Descent, Temporal Difference Learning with Linear Options

Peeyush Kumar, Doina Precup

Deliberating on large or continuous state spaces have been long standing challenges in reinforcement learning. Temporal Abstraction have somewhat made this possible, but efficientl…