Distributional Reinforcement Learning

by Marc G Bellemare, Will Dabney, Mark Rowland, et al.

The first comprehensive guide to distributional reinforcement learning, providing a new mathematical formalism for thinking about decisions from a probabilistic perspective. Distributional reinforcement learning is a new mathematical formalism for thinking about decisions. Going beyond the common approach to reinforcement learning and expected values, it focuses on the total reward or return obtained as a consequence of an agent's choices-specifically,...

• Format: Hardcover
• Language: English
• ISBN: 0262048019
• ISBN13: 9780262048019
• Release Date: May 2023
• Publisher: MIT Press
• Length: 384 Pages