Title :
Modeling adaptive perception system of virtual agent with emotion based on Q-learning
Author :
Hong, Yuan ; Liu, Zhen
Author_Institution :
Fac. of Inf. Sci. & Technol., Ningbo Univ., Ningbo, China
Abstract :
Human make behavior by perception, modeling believable perception for a virtual agent is a meaningful topic in computer games. A model of adaptive perception of a virtual agent with emotion is proposed based on Q-learning method; the formulas of emotion value are presented. A demo system is realized on PC; an agent with the model can dynamically control the range of the perception according to virtual environment, and express believable emotions.
Keywords :
computer games; learning (artificial intelligence); software agents; adaptive perception model; agent emotion value; computer games; q-learning; virtual agent; Adaptation model; Appraisal; Computational modeling; Computers; Games; Solid modeling; Visualization;
Conference_Titel :
Audio Language and Image Processing (ICALIP), 2010 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-5856-1
DOI :
10.1109/ICALIP.2010.5685164