Title :
Equilibria, prudent Compromises,and the "Waiting" game
Author_Institution :
Inst. of Inf. Sci., Acad. Sinica, Taipei, Taiwan
Abstract :
While evaluation of many e-negotiation agents are carried out through empirical studies, this work supplements and complements existing literature by analyzing the problem of designing market-driven agents (MDAs) in terms of equilibrium points and stable strategies. MDAs are negotiation agents designed to make prudent compromises taking into account factors such as time preference, outside option, and rivalry. This work shows that 1) in a given market situation, an MDA negotiates optimally because it makes minimally sufficient concession, and 2) by modeling negotiation of MDAs as a game Γ of incomplete information, it is shown that the strategies adopted by MDAs are stable. In a bilateral negotiation, it is proven that the strategy pair of two MDAs forms a sequential equilibrium for Γ. In a multilateral negotiation, it is shown that the strategy profile of MDAs forms a market equilibrium for Γ.
Keywords :
Internet; electronic commerce; game theory; negotiation support systems; software agents; MDA negotiation agent; automated negotiation; bilateral negotiation; e-negotiation agents; market equilibrium points; market-driven agents; multilateral negotiation; sequential equilibrium; software agents; waiting game theory; Analytical models; Computational modeling; Constraint optimization; Design optimization; Grid computing; Information science; Proposals; Software agents; Stability criteria; Stochastic processes; Automated negotiation; negotiation agent; sequential equilibrium; Algorithms; Artificial Intelligence; Cooperative Behavior; Decision Support Techniques; Game Theory; Marketing; Negotiating; User-Computer Interface;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2005.845395