Motivated Reinforcement Learning pdf epub mobi txt 电子书 下载 2024


Motivated Reinforcement Learning

简体网页||繁体网页
Kathryn E. Merrick
Springer; 1 edition
June 25, 2009
206 pages
$99.00
Hardcover
9783540891864

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发表于2024-12-03

Motivated Reinforcement Learning epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Motivated Reinforcement Learning epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Motivated Reinforcement Learning pdf epub mobi txt 电子书 下载 2024



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Motivated learning is an emerging research field in artificial intelligence and cognitive modelling. Computational models of motivation extend reinforcement learning to adaptive, multitask learning in complex, dynamic environments – the goal being to understand how machines can develop new skills and achieve goals that were not predefined by human engineers. In particular, this book describes how motivated reinforcement learning agents can be used in computer games for the design of non-player characters that can adapt their behaviour in response to unexpected changes in their environment.

This book covers the design, application and evaluation of computational models of motivation in reinforcement learning. The authors start with overviews of motivation and reinforcement learning, then describe models for motivated reinforcement learning. The performance of these models is demonstrated by applications in simulated game scenarios and a live, open-ended virtual world.

Researchers in artificial intelligence, machine learning and artificial life will benefit from this book, as will practitioners working on complex, dynamic systems – in particular multiuser, online games.

Motivated Reinforcement Learning 下载 mobi epub pdf txt 电子书

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