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Case Based Reasoning Lab
This lab is no longer active.

Head: Katia Sycara
Contact: Michael Rectenwald

Mailing address:
Carnegie Mellon University
Robotics Institute
5000 Forbes Avenue
Pittsburgh, PA 15213

Associated center: CIMDS

Name - Title <Email Address>
• [Home] Terence Payne - Project Scientist
• [Home] Michael Rectenwald - Writer/Editor III
• [Home] Katia Sycara - Research Professor <katia@cs.cmu.edu>

• CABINS - Case based scheduling.
• CORTES - CORTES is an integrated framework for production planning, scheduling and control (PSC). CORTES uses Constrained Heuristic Search to make PSC decisions.
• PERSUADER - A framework for intelligent computer-supported conflict resolution through negotiation/mediation.

• Modeling Ill-Structured Optimization Tasks through Cases
  K. Miyashita, K. Sycara, and R. Mizoguchi
  Decision Support Systems: An International Journal, Vol. 17, 1996, pp. 345 - 364. [Abstract]
  Download: pdf [233 KB], ps.gz [100 KB] copyrighted

• Using case-based reasoning as a reinforcement learning framework for optimization with changing criteria
  D. Zeng and K. Sycara
  Proceedings of the 7thInternational Conference on Tools with Artificial Intelligence (ICTAI '95), November, 1995, pp. 56 - 62. [Abstract]
  Download: pdf [216 KB], ps.gz [78 KB] copyrighted

• CABINS: A Framework of Knowledge Acquisition and Iterative Revision for Schedule Improvement and Reactive Repair
  K. Miyashita and K. Sycara
  Artificial Intelligence Journal, Vol. 76, No. 1-2, July, 1995, pp. 377-426. [Abstract]
  Download: pdf [508 KB], ps.gz [188 KB] copyrighted

• A Case-based reasoning approach for synthesis of electromechanical devices using bond graphs
  T.N. Madhusudan, K. Sycara, and D. Navin-Chandra
  1995. [Abstract]
  Download: pdf [200 KB], ps.gz [64 KB] copyrighted

• Device representation for behavioral synthesis of mechatronic devices
  T.N. Madhusudan, K. Sycara, and D. Navin-Chandra
  1995. [Abstract]
  Download: pdf [198 KB], ps.gz [60 KB] copyrighted

• Improving System Performance in Case-Based Iterative Optimization through Knowledge Filtering
  K. Miyashita and K. Sycara
  Proc. of the International Joint Conference on Artificial Intelligence, 1995, pp. 371 - 376. [Abstract]
  Download: pdf [124 KB], ps.gz [45 KB] copyrighted

• Using Case-Based Reasoning to Acquire User Scheduling Preferences that Change over Time
  K. Sycara, D. Zeng, and K. Miyashita
  Proceedings of the Eleventh IEEE Conference on Artificial Intelligence Applications, 1995. [Abstract]
  Download: pdf [162 KB], ps.gz [53 KB] copyrighted

• Learning from failure experiences in case-based schedule repair
  K. Sycara and K. Myashita
  Proceedings of the Tewnty-Seventh Hawaii International Conference on System Sciences, Vol.III: Information Systems: Decision Support and Knowledge-Based Systems, January, 1994, pp. 122 - 131. [Abstract]
  Download: pdf [636 KB] copyrighted

• Case-Based Acquisition of User Preferences for Solution Improvement in Ill-Structured Domains
  K. Sycara and K. Miyashita
  Proceedings of the Twelfth National Conference on Artificial Intelligence, 1994. [Abstract]
  Download: pdf [117 KB], ps.gz [52 KB] copyrighted

• Overview of CORTES: A Constraint Based Approach to Production Planning, Scheduling and Control
  M.S. Fox and K. Sycara
  Proceedings of the Fourth International Conference on Expert Systems in Production and Operations Management, 1990.
  Download: pdf [1083 KB] copyrighted