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IS803: Advanced Topics in Intelligent Decision Support
Segment 2 Reading List
I. Core Reading Material
Principles of Decision Making in Multi-Agent Systems
T. Sandholm, Distributed Rational Decision Making. In G. Weiss (ed) Multiagent
Systems, A Modern Approach to Distributed AI (Chapter 5)
S Kraus, Negotiation and Cooperation in Multi-Agent Environments, Artificial
Intelligence, 1997
Distributed Problem Solving:
M. Yokoo, E.H. Durfee, T. Ishida, K. Kuwabara, The distributed constraint satisfaction
problem: formalization and algorithms, IEEE Trans. Knowledge and Data Engineering
10 (5) (1998) 673–685.
H. C. Lau, G. L. Soh and W. C. Wan, Dynamic Multi-Linked Negotiations in MultiEchelon Production Scheduling Networks. In Proc. IEEE/WIC/ACM Int'l Conf. on
Intelligent Agent Technology (IAT), Hong Kong, 2006.
Negotiation:
N. Jennings, P. Faratin, A. Lomuscio, S. Parsons, Automated Negotiation: Prospects,
Methods and Challenges, Int. J. Group Decision and Negotiation, 10 (2) (2001) 199-215.
M. He, N. R. Jennings and H. Leung, On agent-mediated electronic commerce IEEE
Trans. Knowledge and Data Engineering 15 (4) (2003) 985-1003.
Combinatorial Auctions:
A. Pekec and M. H Rothkopf, Combinatorial auction design, Management Science; 49,
11 (2003) 1483-1503.
E. Kutanoglu and S. D. Wu, On combinatorial auction and Lagrangean relaxation for
distributed resource scheduling, IIE Transactions, 1999
H. C. Lau, et al. Multi-Period Combinatorial Auction Mechanism for Distributed
Resource Allocation and Scheduling. In IEEE/WIC/ACM International Conference on
Intelligent Agent Technology (IAT), San Jose, USA, 2007.
II. Student Presentation Papers:
Distributed Problem Solving:
P. Scerri, A. Farinelli, S. Okamoto, M. Tambe: Allocating tasks in extreme teams. In Proc.
AAMAS 2005: 727-734. (see also website on TEAMCORE)
S. Smith, A.T. Gallagher, T.L. Zimmerman, L. Barbulescu, and Z. Rubinstein
Multi-Agent Management of Joint Schedules, Proceedings of the 2006 AAAI Spring
Symposium on Distributed Plan and Schedule Management, AAAI Press, 2006.
Negotiation:
X. Zhang, V. Lesser, and S. Abdallah. Efficient Management of Multi-Linked
Negotiation Based on a Formalized Model. Autonomous Agents and Multi-Agent Systems,
Volume 10, Number 2, pp. 165-205. 2005.
P.B. Sujit, Sinha and Ghose, Multiple UAV Task Allocation using Negotiation, In Proc.
AAMAS 2006: 471-478. (invited talk)
Auctions:
S de Vries and R.V. Vohra, Combinatorial auctions, INFORMS Journal on Computing,
2003.
W. E. Walsh, M. P. Wellman, and F. Ygge. Combinatorial auctions for supply chain
formation. In Proc. ACM Conference on Electronic Commerce (EC-00), pp. 260–269,
2000.
Applications
Kadir Ertogral and S. David Wu, Auction-theoretic coordination of production planning
in the supply chain, IIE Transactions, Volume 32, Number 10, 931-940, 2000.
M. G. Lagoudakis et al, Auction-Based Multi-Robot Routing, In Proc Robotics: Science
and Systems, MIT, Boston, MA, June 2005.
Enhanced Negotiation and Opportunistic Optimization for
Market-Based Multirobot Coordination, CMU Robotics Institute, Technical Report.
Tovey, Koenig, THE GENERATION OF BIDDING RULES FOR AUCTION-BASED
ROBOT COORDINATION