Publications

Refereed Publications

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


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


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


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


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


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


Refereed Abstracts

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


Technical Reports

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


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


Presentations

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


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


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


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


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


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


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


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


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


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


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


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