AlphaWolf: Social Learning, Emotion and Development in Autonomous Virtual Agents

摘要

We present research in synthetic social behavior for interactive virtual characters. We describe a model from the natural world, the gray wolf (Canis lupus), and the social behavior exhibited by packs of wolves, to use as the target for an interactive installation entitled AlphaWolf, which was shown at SIGGRAPH 2001. We offer a computational model that captures a subset of the social behavior of wild wolves, involving models of learning, emotion and development. There is a range of real-world applications of synthetic social behavior, from short-term possibilities such as autonomous characters for computer games, to long-term applications such as computer interfaces that can interact more appropriately with humans by utilizing human social abilities. Our research offers initial steps toward computational systems with social behavior, in hope of making interactions with them more functional and more inherently rewarding.