Integrated learning for interactive synthetic characters
نویسندگان
چکیده
منابع مشابه
Interactive Training for Synthetic Characters
Compelling synthetic characters must behave in ways that reflect their past experience and thus allow for individual personalization. We therefore need a method that allows characters to learn. But simply adding traditional machine learning algorithms without considering the characters’ own motivations and desires will break the illusion of life. Intentional characters require interactive learn...
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We want to build animated characters and robots capable of rich social interactions with humans and each other, and who are able to learn by observing those around them. An increasing amount of evidence suggests that, in human infants, the ability to learn by watching others, and in particular, the ability to imitate, could be crucial precursors to the development of appropriate social behavior...
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The process of mammalian predatory sequence development offers a number of insights relevant to the goal of designing synthetic characters that can quickly and easily learn complicated and interesting behavior. We propose a number of principles for designing such learning systems, inspired by a targeted review of animal developmental phenomena, with particular emphasis on the development of pre...
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We present a learning mechanism that allows an autonomous synthetic character to learn sequences of actions from natural interaction with a human trainer. The synthetic character learns from only a handful of training examples, in a realtime and complex environment. Building on an existing framework for training a virtual dog to perform single actions on command and explore its action and state...
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Virtual environments are now becoming a promising new technology to be used in the development of interactive learning environments for children. Perhaps triggered by the success of computer games, VEs are now seen as an emergent and engaging new way by which children learn experimental sciences and other disciplines. Inhabiting these IVEs there can be agents or intelligent characters, that are...
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ژورنال
عنوان ژورنال: ACM Transactions on Graphics
سال: 2002
ISSN: 0730-0301,1557-7368
DOI: 10.1145/566654.566597