Recent Advances in Reinforcement Learning

Name: Recent Advances in Reinforcement Learning
Brand: Springer
SKU: 9780792397052
Price: 39642 HUF
Availability: InStock

Szerző: Leslie Pack Kaelbling

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer

Elérhetőség: Beszállítói készleten

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Recent Advances in Reinforcement Learning addresses current research in an exciting area that is gai...

Információk a könyvről

Szerző

Leslie Pack Kaelbling

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

1996

oldal

292

EAN

9780792397052

ISBN

0792397053

Enbook ID

01398404

Kiadó

Springer

Súly

1310

Méretek

155 x 235 x 21

Teljes leírás

Recent Advances in Reinforcement Learning addresses current research in an exciting area that is gaining a great deal of popularity in the Artificial Intelligence and Neural Network communities. Reinforcement learning has become a primary paradigm of machine learning. It applies to problems in which an agent (such as a robot, a process controller, or an information-retrieval engine) has to learn how to behave given only information about the success of its current actions. This book is a collection of important papers that address topics including the theoretical foundations of dynamic programming approaches, the role of prior knowledge, and methods for improving performance of reinforcement-learning techniques. These papers build on previous work and will form an important resource for students and researchers in the area. Recent Advances in Reinforcement Learning is an edited volume of peer-reviewed original research comprising twelve invited contributions by leading researchers. This research work has also been published as a special issue of Machine Learning (Volume 22, Numbers 1, 2 and 3).

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Recent Advances in Reinforcement Learning

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