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Statistical Reinforcement Learning

Name: Statistical Reinforcement Learning
Brand: Chapman and Hall/CRC
SKU: 47331695
Price: 61.2 EUR
Availability: InStock
Author: Masashi Sugiyama
ISBN: 9781040058152

Modern Machine Learning Approaches

Masashi Sugiyama

Jezik

Angleščina

E-knjiga Adobe ePub DRM

Založba Chapman and Hall/CRC, marec 2015

Reinforcement learning (RL) is a framework for decision making in unknown environments based on a la... Celoten opis

Koda Libristo: 47331695

148 b

61.20 €

Na zalogi Prenesi zdaj

Reinforcement learning (RL) is a framework for decision making in unknown environments based on a large amount of data. Several practical RL applications for business intelligence, plant control, and gaming have been successfully explored in recent years. Providing an accessible introduction to the field, this book covers model-based and model-free approaches, policy iteration, and policy search methods. It presents illustrative examples and state-of-the-art results, including dimensionality reduction in RL and risk-sensitive RL. The book provides a bridge between RL and data mining and machine learning research.