Nicholas Gorski

Talks

Fast Data and Personalized Marketing.
Gorski, N.A., Gatoff, J., Baghai, S. (January 28, 2015).
University of San Francisco School of Management. San Francisco, CA.

Fast Data Driving Personalization (video available).
Gorski, N.A. (August 7, 2014).
SF Data Mining Meetup at TellApart. Burlingame, CA.

Soar-RL Discussion: Future Directions, Open Questions, and Why You Should Use It.
Gorski, N.A. (June 16, 2011).
31st Soar Workshop. Ann Arbor, MI.

Learning to Use Memory.
Gorski, N.A. (June 16, 2011).
31st Soar Workshop. Ann Arbor, MI.

Soar-RL and Reinforcement Learning.
Gorski, N.A. (June 16, 2011).
31st Soar Workshop. Ann Arbor, MI.

Discriminative vs. Generative Models for Machine Learning.
Gorski, N.A. (February 3, 2011).
Soar Group. Ann Arbor, MI.

An Empirical Exploration of Learning To Use Memory.
Gorski, N.A. (May 20, 2010).
30th Soar Workshop. Ann Arbor, MI.

Learning, Memory, and Learning to Do Research.
Gorski, N.A. (December 2, 2009).
Invited Talk, Undergraduate Research Opportunity Program Engineering Seminar Series. Ann Arbor, MI.

Learning to Use Episodic Memory.
Gorski, N.A. (June 25, 2009).
29th Soar Workshop. Ann Arbor, MI.

Learning to Control Internal Memory.
Gorski, N.A. (May 5, 2008).
28th Soar Workshop. Ann Arbor, MI.

Soar.
Laird, J.E., Gorski, N.A. (July 26, 2007).
Tutorial at the 8th International Conference on Cognitive Modeling, Ann Arbor, MI.

An Example Architecture Using the Storm Framework.
Gorski, N.A., Pearson, D., Lewis, R., Laird, J.E. (May 24, 2007).
27th Soar Workshop. Ann Arbor, MI.

Transfer Learning Experiments with Soar & the UCT.
Gorski, N.A., Laird, J.E., Lafrinere, T. (May 23, 2007).
27th Soar Workshop. Ann Arbor, MI.

Methods for Transfer Learning Using Soar.
Gorski, N.A., Laird, J.E., Lafrinere, T. (May 24, 2006).
26th Soar Workshop. Ann Arbor, MI.

Dissertation

Learning to Use Memory (Doctoral dissertation).
Gorski, N.A.
University of Michigan, Ann Arbor, MI.

Book Chapter

Demonstrations of Multiple Architectural Capabilities.
Laird, J., Derbinsky, N., Gorski, N.A., Wintermute, S., and Xu, J.
In John E. Laird (Ed.), The Soar Cognitive Architecture. Cambridge: MIT Press.

Refereed Publications

Learning to use episodic memory.
Gorski, N.A., Laird, J.E. (2011).
Cognitive Systems Research, 12, 144-153.
doi:10.1016/j.cogsys.2010.08.001

Exploring the Space of Computational Memory Models.
Derbinsky, N., Gorski, N.A. (2010).
Proceedings of the Symposium Remembering Who We Are: Human Memory for Artifical Agents (Symposium at Artificial Intelligence and Simulation of Behaviour 2010). Leicester, UK.

Learning to Use Episodic Memory.
Gorski, N.A., Laird, J.E. (2009).
Proceedings of the 9th International Conference on Cognitive Modeling. Manchester, UK.

Storm: A Framework for Biologically-Inspired Cognitive Architecture Research.
Pearson, D., Gorski, N.A., Lewis, R.L., and Laird, J.E. (2007).
Proceedings of the 8th International Conference on Cognitive Modeling. Ann Arbor, MI.

Experiments in Transfer Across Multiple Learning Mechanisms.
Gorski, N.A. and Laird, J.E. (2006).
Proceedings of the ICML-06 Workshop on Structural Knowledge Transfer for Machine Learning. Pittsburgh, PA.

The Influence of Tumor Size and Environment on Gene Expression in Commonly Used Human Tumor Lines.
Gieseg, M.A., Man, Z.A., Gorski, N.A., Madore, S.J., Kaldjian, E.P., and Leopold, W.R. (2004).
BMC Cancer, 4, 35.

Refereed Abstracts

Learning to Use Memory.
Gorski, N.A. (2010).
Doctoral Consortium at the 10th International Conference on Cognitive Modeling. Philadelphia, PA.

Technical Reports

Evaluating Evaluations: A Comparative Study of Metrics for Comparing Learning Performances.
Gorski, N. A. & Laird, J. E. (2009).
(Report No. CCA-TR-2009-05). Ann Arbor, MI: Center for Cognitive Architecture, University of Michigan.

Investigating Transfer Learning in the Urban Combat Testbed.
Gorski, N. A. & Laird, J. E. (2007).
(Report No. CCA-TR-2007-02). Ann Arbor, MI: Center for Cognitive Architecture, University of Michigan.