Negotiations Over Time in a Multi-Agent Environment: Preliminary Report

One of the major foci of research in distributed artificial intelligence (DAI) is the design of automated agents which can interact effectively in order to cooperate in problem-solving. Negotiation is recognized as an important means by which inter-agent cooperation is achieved. In this paper we suggest a strategic model of negotiation for N agents (N ≥ 3), that takes the passage of time during the negotiation process itself into consideration. Changes in the agent's preferences over time will change their strategies in the negotiation and, as a result, the agreements they are willing to reach. We will show that in this model the delay in reaching such agreements can be shortened and in some cases avoided altogether.

[1]  J. Nash THE BARGAINING PROBLEM , 1950, Classics in Game Theory.

[2]  Mark S. Fox,et al.  Constraint-Directed Negotiation of Resource Reallocations , 1990, Distributed Artificial Intelligence.

[3]  Larry Samuelson,et al.  Bargaining with Two-sided Incomplete Information: An Infinite Horizon Model with Alternating Offers , 1987 .

[4]  R. Selten Reexamination of the perfectness concept for equilibrium points in extensive games , 1975, Classics in Game Theory.

[5]  Steven Vajda,et al.  Games and Decisions. By R. Duncan Luce and Howard Raiffa. Pp. xi, 509. 70s. 1957. (J Wiley & Sons) , 1959, The Mathematical Gazette.

[6]  Randall Davis,et al.  Negotiation as a Metaphor for Distributed Problem Solving , 1988, Artificial Intelligence.

[7]  Edmund H. Durfee,et al.  Coordination of distributed problem solvers , 1988 .

[8]  Ekaterini P. Sycara Resolving adversarial conflicts: an approach integration case-based and analytic methods , 1987 .

[9]  Ingolf Ståhl,et al.  An N-Person Bargaining Game in the Extensive Form , 1977 .

[10]  Sarit Kraus,et al.  Negotiation in a non-cooperative environment , 1991, J. Exp. Theor. Artif. Intell..

[11]  A. Rubinstein,et al.  Bargaining and Markets. , 1991 .

[12]  Jeffrey S. Rosenschein,et al.  Deals Among Rational Agents , 1985, IJCAI.

[13]  Sushil Bikhchandani,et al.  A Bargaining Model with Incomplete Information , 1992 .

[14]  Sarit Kraus,et al.  The Function of Time in Cooperative Negotiations , 1990, AAAI.

[15]  Edmund H. Durfee,et al.  Negotiating Task Decomposition and Allocation Using Partial Global Planning , 1989, Distributed Artificial Intelligence.

[16]  Victor Lesser,et al.  Multistage negotiation in distributed planning , 1988 .

[17]  Michael P. Georgeff,et al.  Communication and interaction in multi-agent planning , 1983, AAAI 1983.

[18]  Jeffrey S. Rosenschein,et al.  Negotiation and Conflict Resolution in Non-Cooperative Domains , 1990, AAAI.

[19]  A. Rubinstein Perfect Equilibrium in a Bargaining Model , 1982 .