Title :
The research on e-business-oriented automatic negotiation system based on faithful and dynamic Q- study
Author :
Pei-You, Chen ; Yi-jun, Li ; Xing, Li
Author_Institution :
Heilongjiang Inst. of Sci. & Technol., Harbin
Abstract :
In view of some questions existing in Q- study, this article has designed one dynamic Q- study algorithm based on Agent to the current negotiations environment, and estimated value Q according to current renewed environment. The study mechanism in this article includes two aspects, one is to study the environment under the current negotiation condition as well as belief of the matchpsilas information, and uses Bayesian learning to renew belief Another is to study the dynamic process of negotiations, and uses the dynamic Q- study to produce proposition.
Keywords :
belief networks; electronic commerce; learning (artificial intelligence); negotiation support systems; Bayesian learning; dynamic Q- study algorithm; e-business-oriented automatic negotiation system; negotiations environment; reinforcement learning; Algorithm design and analysis; Bayesian methods; Heuristic algorithms; Automated Negotiation; Belief; Dynamic Q-Learning; Reinforcement Learning;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597491
