Motivated Reinforcement Learning

Curious Characters for Multiuser Games

AvKathryn E. Merrick,Mary Lou Maher

Inbunden, Engelska, 2009

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Beskrivning

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

Produktinformation

Utgivningsdatum:2009-05-27
Mått:155 x 235 x 17 mm
Vikt:540 g
Format:Inbunden
Språk:Engelska
Antal sidor:206
Upplaga:2009
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783540891864

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Människa – datorinteraktion inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Non-Player Characters and Reinforcement Learning.- Non-Player Characters in Multiuser Games.- Motivation in Natural and Artificial Agents.- Towards Motivated Reinforcement Learning.- Comparing the Behaviour of Learning Agents.- Developing Curious Characters Using Motivated Reinforcement Learning.- Curiosity, Motivation and Attention Focus.- Motivated Reinforcement Learning Agents.- Curious Characters in Games.- Curious Characters for Multiuser Games.- Curious Characters for Games in Complex, Dynamic Environments.- Curious Characters for Games in Second Life.- Future.- Towards the Future.