FLEXIBILITY IN NEGOTIATION SYSTEMS: AN ARGUMENTATION-BASED APPROACH

Flexible automated negotiation, specially in dynamic, uncertain and unpredictable environments can increase likelihood and quality of agreements and promote agent's properties. For developing flexible negotiation systems, first we should define and formalize flexibility in negotiation. A precise and clear formulation of flexibility in agent-based negotiations has not reported explicitly in the literature. In this paper, we describe the benefits of flexible negotiation and we provide a set of requirements for flexible negotiation in agent-based systems. The main contribution of this paper is an explicit formulation of flexibility in negotiation systems. Based on this formulation a survey and analysis of the existing works in the automated negotiation literature is presented and results are given. Then, according to the proposed formulation, we will show that negotiation systems that are designed and implemented based on argumentation-based approach are flexible and can operate in more dynamic and unpredictable environments.

[1]  Sarvapali D. Ramchurn,et al.  Argumentation-based negotiation , 2003, The Knowledge Engineering Review.

[2]  Frank Dignum,et al.  On Interest-Based Negotiation , 2003, Workshop on Agent Communication Languages.

[3]  Weiming Shen,et al.  Adaptive Negotiation for Agent-Based Grid Computing , 2002 .

[4]  Mehdi Dastani,et al.  Negotiation protocols and dialogue games , 2001, AGENTS '01.

[5]  Peyman Faratin,et al.  Automated service negotiation between autonomous computational agents , 2000 .

[6]  Pablo Noriega,et al.  A Framework for Argumentation-Based Negotiation , 1997, ATAL.

[7]  Ian Dickinson,et al.  An Ontology Based Approach to Automated Negotiation , 2002, AMEC.

[8]  Kwang Mong Sim,et al.  A Market–Driven Model for Designing Negotiation Agents , 2002, Comput. Intell..

[9]  Sarvapali D. Ramchurn,et al.  Persuasive negotiation for autonomous agents: A rhetorical approach , 2003, IJCAI 2003.

[10]  Simon Parsons,et al.  Modelling dialogues using argumentation , 2000, Proceedings Fourth International Conference on MultiAgent Systems.

[11]  Fillia Makedon,et al.  A hybrid negotiation strategy mechanism in an automated negotiation system , 2004, EC '04.

[12]  Munindar P. Singh,et al.  Commitment Machines , 2001, ATAL.

[13]  Norman Y. Foo,et al.  Logical Foundations of Negotiation: Strategies and Preferences , 2004, KR.

[14]  Nicholas R. Jennings,et al.  Agents That Reason and Negotiate by Arguing , 1998, J. Log. Comput..

[15]  Gerhard Brewka,et al.  Dynamic Argument Systems: A Formal Model of Argumentation Processes Based on Situation Calculus , 2001, J. Log. Comput..

[16]  Haiping Xu,et al.  An agent-based Petri net model with application to seller/buyer design in electronic commerce , 2001, Proceedings 5th International Symposium on Autonomous Decentralized Systems.

[17]  Michael Wooldridge,et al.  Desiderata for agent argumentation protocols , 2002, AAMAS '02.

[18]  Sarit Kraus,et al.  Reaching Agreements Through Argumentation: A Logical Model and Implementation , 1998, Artif. Intell..

[19]  Ronald Prescott Loui,et al.  Defeat among arguments: a system of defeasible inference , 1987, Comput. Intell..

[20]  Paolo Torroni,et al.  An Abductive Logic Programming Architecture for Negotiating Agents , 2002, JELIA.

[21]  Peter McBurney,et al.  A Dialogue Game Protocol for Agent Purchase Negotiations , 2003, Autonomous Agents and Multi-Agent Systems.

[22]  Munindar P. Singh,et al.  Flexible protocol specification and execution: applying event calculus planning using commitments , 2002, AAMAS '02.

[23]  Kwang Mong Sim,et al.  Agents that react to changing market situations , 2003, IEEE Trans. Syst. Man Cybern. Part B.

[24]  Antonis C. Kakas,et al.  An Argumentation Framework of Reasoning about Actions and Change , 1999, LPNMR.

[25]  Munindar P. Singh A Social Semantics for Agent Communication Languages , 2000, Issues in Agent Communication.

[26]  Brahim Chaib-draa,et al.  Commitment-based and dialogue-game-based protocols: new trends in agent communication languages , 2002, The Knowledge Engineering Review.

[27]  Michael Winikoff,et al.  Flexibility and Robustness in Agent Interaction Protocols , 2002 .