Motivated Reinforcement Learning

Curious Characters for Multiuser Games

Inbunden, Engelska, 2009

AvKathryn E. Merrick,Mary Lou Maher

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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

Utgivningsdatum2009-05-27
Mått155 x 235 x 17 mm
Vikt540 g
FormatInbunden
SpråkEngelska
Antal sidor206
Upplaga2009
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540891864

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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.