Distributional Reinforcement Learning

• Main Author: Bellemare, Marc G. (auth)
• Other Authors: Dabney, Will (auth), Rowland, Mark (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: Cambridge The MIT Press 2023
• Series: Adaptive Computation and Machine Learning series
• Subjects: Probability & statistics; Machine learning; Computer Science/Machine Learning & Neural Networks
• Online Access: DOAB: download the publication; DOAB: description of the publication

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 app...