Department of EECS
Northwestern University
2133 Sheridan Rd
Evanston, IL 60208
(847) 491-7165 t-hinrichs@northwestern.edu
I am a research associate professor at Northwestern University. My research interests are interactive performance-support systems for design, case-based and analogical reasoning, qualitative reasoning and simulation, and natural language processing.
Projects
I'm currently working on developing Long-Lived Learning Software Companions for the AFOSR Robust Computational Intelligence program.
Hinrichs, T.R. and Forbus, K.D. (2012). Learning Qualitative Models by Demonstration In Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, pages 207-213, Toronto, CA, July 2012.
Hinrichs, T.R. and Forbus, K.D. (2012). Toward Higher-Order Qualitative Representations. In Proceedings of the 26th International Workshop on Qualitative Reasoning, Playa Vista, CA, July 2012.
Hinrichs, T., Forbus, K., de Kleer, J., Yoon, S., Jones, E., Hyland, R., and Wilson, J. (2011). Hybrid Qualitative Simulation of Military Operations.Proceedings of the 23rd Innovative Applications for Artificial Intelligence Conference, pp. 1655-1661, San Francisco, CA.
Forbus, K, Klenk, M. and Hinrichs, T. (2009). Companion Cognitive Systems: Design Goals and Lessons Learned So Far. IEEE Intelligent Systems 24(4), July/August 2009, pp. 36-46.
Hinrichs T. and Forbus K. (2009). Learning Game Strategies by Experimentation In Proceedings of the IJCAI 2009 Workshop on Learning Structural Knowledge From Observations, Pasadena, CA.
deKleer, J., Forbus, K., Hinrichs, T., Sungwook, Y., and Jones, E.K. (2009) Factored Envisioning In Proceedings of the 23rd Annual Workshop on Qualitative Reasoning, Ljubljana, Slovenia
Hinrichs, T. and Forbus, K. (2007). Analogical Learning in a Turn-Based Strategy Game. In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence, pages 853-858, Hyderabad, India, January 2007.
Hinrichs, T.R. (1997). Plausible Design Advice through Case-Based Reasoning. In M.L. Maher and P. Pu, (Eds.), Issues and Applications of Case Based Reasoning in Design, pages 133-159. Hillsdale, NJ.: Lawrence Erlbaum Associates, Pubs.
Hinrichs, T. R., R. Bareiss, and B.M. Slator. (1993). Representation Issues in Multimedia Case Retrieval. In Papers from the 1993 AAAI Workshop on Case-Based Reasoning. Technical Report WS-93-01, pages 35-40. AAAI Press.
R.G. Feifer and T.R. Hinrichs (1992). Using Stories to Enhance and Simplify Computer Simulations for Teaching. In 14th Annual Conference of the Cognitive Science Society, pages 815-819, 1992.
Hinrichs, T.R. (1992) Using Case-Based Reasoning for Plausible Design Tasks. In Proceedings of the AID '92 workshop on Case-Based Design Systems. pages 29-37, June, 1992.
Hinrichs, T.R. and Kolodner, J.L. (1991) The Roles of Adaptation in Case-Based Design. In Proceedings of the Ninth National Conference on Artificial Intelligence, pages 28-33, July 1991.
Hinrichs, T.R. and Kolodner, J.L. (1991) The Roles of Adaptation in Case-Based Design. In Proceedings of the 1991 DARPA Workshop on Case-Based Reasoning, pages 121-132, Washington, D.C., May 1991.
Hinrichs, T.R. (1990) Some Criteria for Evaluating Designs. In 12th Annual Conference of the Cognitive Science Society, pages 900-907, July, 1990.
Hinrichs, T.R. (1990) Green Eggs and Kosher Ham: Some neglected issues in adaptation. In AAAI Spring Symposium on Case-Based Reasoning, pages 69-71, March 1990.
Hinrichs, T.R. (1989) Strategies for Adaptation and Recovery in a Design Problem Solver. In Proceedings of the 1989 DARPA Workshop on Case-Based Reasoning, pages 115-118, Pensacola Florida, May 1989.
Hinrichs, T.R. (1988) Towards an Architecture for Open-World Problem Solving. In Proceedings of the 1988 DARPA Workshop on Case-Based Reasoning, pages 182-189, Clearwater Beach, Florida, May, 1988.