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Matthias Klusch
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No longer a member of RI.

For more information, see my personal homepage.

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Research interests

My Research Interests include

• Cooperative and Adaptive Information Agents
• Distributed Artificial Intelligence
• Knowledge Discovery
• Multidatabase Systems.

Research interest keywords

artificial intelligence, computational neuroscience, human-computer interaction, machine learning, and multi-agent systems

Additional Interests and Responsibilities

Cooperative and Adaptive Information Agents on the Internet, Distributed Artificial Intelligence, Knowledge Discovery, Multidatabasse Systems.

Past Labs & Groups

Intelligent Software Agents - Here, researchers explore multi-agent planning and scheduling, multi-agent learning, multi-agent negotiation, and decision support for human teams

Past Projects

Adaptive Interoperability of Multiple Heterogeneous Agents - To enable requester agents to find provider agents in environments with heterogeneous and dynamic information services, we have developed middle agents which serve to increase agent interoperability.	Agent Transaction Language for Advertising Services - A DAML-based language for advertising and locating agents, ontologies, and other Web entities.
Integrating Intelligent Assistants into Human Teams (Joccasta) - A multi-disciplinary research project designed to increase the effectiveness of team decision making in joint planning tasks.	Language for Advertisement and Request for Knowledge Sharing - A common agent capability description language (ACDL) for matching service-requesting software agents with service-providing software agents.
Reusable Environment for Task Structured Intelligent Network Agents - An architecture for developing distributed intelligent software agents that cooperate asynchronously to perform goal-directed information retrieval and information integration in support of a varie

Recent publications [View all 20 publications]

• Dynamic Service Matchmaking Among Agents in Open Information Environments
  K. Sycara, M. Klusch, S. Widoff, and J. Lu
  SIGMOD Record (ACM Special Interests Group on Management of Data), Vol. 28, No. 1, March, 1999, pp. 47-53.
  Download: pdf [194 KB], ps.gz [86 KB] copyrighted

• Matchmaking among Heterogeneous Agents on the Internet
  K. Sycara, J. Lu, M. Klusch, and S. Widoff
  Proceedings of the 1999 AAAI Spring Symposium on Intelligent Agents in Cyberspace, March, 1999. [Abstract]
  Download: pdf [493 KB], ps.gz [371 KB] copyrighted

• Interoperability among Heterogeneous Software Agents on the Internet
  K. Sycara, J. Lu, and M. Klusch
  tech. report CMU-RI-TR-98-22, Robotics Institute, Carnegie Mellon University, October, 1998.
  Download: pdf [354 KB], ps.gz [276 KB] copyrighted

• Intelligente Informationsagenten im Internet
  M. Klusch and W. Benn
  KI Zeitschrift, Themenheft zu Intelligenten Informationsagenten, September, 1998.

• Cooperative Information Agents II - Learning, Mobility, and Electronic Commerce for Information Discovery in the Internet
  M. Klusch and G. Weiß
  Springer Verlag, July, 1998.

• Multi-Agent Coalition Formation in Power Transmission Planning
  J. Contreras, M. Klusch, and J. Yen
  Proc. 4. International Conference on Artificial Intelligence in Planning Systems, June, 1998.
  Download: pdf [107 KB], ps.gz [230 KB] copyrighted

• Coalition Formation in a Power Transmission Planning Environment
  M. Klusch, J. Contreras, F. Wu, and O. Shehory
  Proc. 2. International Conference on Practical Applications of Multi-Agent Systems, April, 1997. [Abstract]
  Download: pdf [242 KB], ps.gz [97 KB] copyrighted

• Cooperative Information Agents
  P. Kandzia and M. Klusch
  Springer Verlag, February, 1997.

• A Polynomial Kernel-Oriented Coalition Algorithm for Rational Information Agents
  M. Klusch and O. Shehory
  Proc. Second International Conference on Multi-Agent Systems, AAAI Press, December, 1996, pp. 157 - 164. [Abstract]
  Download: pdf [318 KB], ps.gz [98 KB] copyrighted

• Coalition Formation Among Rational Information Agents;
  M. Klusch and O. Shehory
  Proc. 7. European Workshop on Modelling Autonomous Agents in a Multi-Agent World, Springer Verlag, Vol. 1038, 1996, pp. 204-217. [Abstract]
  Download: pdf [370 KB], ps.gz [148 KB] copyrighted