Distributional Reinforcement Learning (Adaptive Computation and Machine Learning)

Print length: 384 pages
Language: English
Publisher: The MIT Press
Publication date: 30 May 2023

Name: Distributional Reinforcement Learning (Adaptive Computation and Machine Learning)
SKU: 9780262048019
Availability: InStock

SKU: 9780262048019

Original price was: ₹5,340.00.Current price is: ₹4,806.00.

Explore the groundbreaking field of Distributional Reinforcement Learning with this first comprehensive guide from “The bookish owl.” Moving beyond traditional expected value approaches, this essential book offers a new mathematical framework for understanding agent decisions from a probabilistic perspective. Discover how focusing on the entire distribution of rewards, rather than just averages, unlocks deeper insights into environmental interactions. Authored by pioneers in the field, it covers key concepts, applications, and mathematical developments, including proofs. Ideal for researchers, practitioners in finance, neuroscience, robotics, and beyond, this book provides a novel viewpoint on how intelligent agents learn and make predictions, paving the way for advancements in AI and decision-making across diverse disciplines. Get your copy today and transform your understanding of reinforcement learning.

5 in stock

Category: Higher Education Textbooks Tag: Marc G. Bellemare