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Biography
Prof. Paul S. Rosenbloom

Prof. Paul S. Rosenbloom

Computer Science

University of Southern California, USA

Professor


Email: Rosenbloom@usc.edu


Qualifications

Ph.D., Carnegie Mellon University, USA

M.Sc., Carnegie Mellon University, USA

B.Sc., Stanford University, USA


Publications (Selected)

  1. Laird, J. E., Rosenbloom, P. S. and Newell, A. Universal Subgoaling and Chunking: The Automatic Generation and Learning of Goal Hierarchies. Hingham, MA: Kluwer Academic Publishers, 1986.
  2. Rosenbloom, P. S., Laird, J. E. and Newell, A. (Eds.). The Soar Papers: Research on Integrated Intelligence). Cambridge, MA: MIT Press, 1993.
  3. Rosenbloom, P. S. A world-championship-level Othello program. Artificial Intelligence, 19, 279-320, 1982.
  4. Rosenbloom, P. S., Laird, J. E., McDermott, J., Newell, A. and Orciuch, E. R1-Soar: An experiment in knowledge-intensive programming in a problem-solving architecture. IEEE Transactions on Pattern Analysis and Machine Intelligence, 7, 561-569, 1985.
  5. Laird, J. E., Rosenbloom, P. S. and Newell, A. Chunking in Soar: The anatomy of a general learning mechanism. Machine Learning, 1, 11-46, 1986.
  6. Laird, J. E., Newell, A. and Rosenbloom, P. S. Soar: An architecture for general intelligence. Artificial Intelligence, 33, 1-64, 1987.
  7. Tambe, M., Newell, A. and Rosenbloom, P. S. The problem of expensive chunks and its solution by restricting expressiveness. Machine Learning, 5, 299-348, 1990.
  8. Rosenbloom, P. S., Laird, J. E., Newell, A. and McCarl, R. A preliminary analysis of the Soar architecture as a basis for general intelligence. Artificial Intelligence, 47, 289-325, 1991.
  9. Golding, A. and Rosenbloom, P. S. A comparison of Anapron with seven other name-pronunciation systems. Journal of the American Voice I/O Society, 14, 1-21, 1993.
  10. Tambe, M. and Rosenbloom, P. S. Investigating production system representations for non-combinatorial match. Artificial Intelligence, 68, 155-199, 1994.
  11. Golding, A. R. and Rosenbloom, P. S. Improving accuracy by combining rule-based and case-based reasoning. Artificial Intelligence, 87, 215-254, 1996.
  12. Tambe, M. and Rosenbloom, P. S. Event tracking in a dynamic multi-agent environment. Computational Intelligence, 12, 499-521, 1996.
  13. Kim, J. and Rosenbloom, P. S. Bounding the cost of learned rules. Artificial Intelligence, 120, 43-80, 2000.
  14. Rosenbloom, P. S. A cognitive odyssey: From the power law of practice to a general learning mechanism and beyond. Tutorials in Quantitative Methods for Psychology, 2, 43-51, 2006.
  15. Rosenbloom, P. S. Rethinking cognitive architecture via graphical models. Cognitive Systems Research, 12(2), 198-209, 2011.
  16. Hill, R., Gratch, J. and Rosenbloom, P. Flexible group behavior: Virtual commanders for synthetic battlespaces. In C. Sierra, M. Gini & J. S. Rosenschein (Eds.), Proceedings of the Fourth International Conference on Autonomous Agents (pp. 31-38). Barcelona, Spain: ACM Press, 2000.
  17. Scerri, P., Pynadath, D. V., Johnson, L., Rosenbloom, P., Schurr, N. and Tambe, M. A prototype infrastructure for distributed robot-agent-person teams. In Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems (pp. 433-440). Melbourne, Australia: ACM Press, 2003.
  18. Rosenbloom, P. S. Towards a new cognitive hourglass: Uniform implementation of cognitive architecture via factor graphs. Proceedings of the 9th International Conference on Cognitive Modeling, 2009.
  19. Rosenbloom, P. S. Combining procedural and declarative knowledge in a graphical architecture. Proceedings of the 10th International Conference on Cognitive Modeling, 2010.
  20. Rosenbloom, P. S. Implementing first-order variables in a graphical cognitive architecture. Biologically Inspired Cognitive Architectures: Proceedings of the First Annual Meeting of the BICA Society. Arlington, VA: IOS Press, 2010.
  21. Rosenbloom, P S. From memory to problem solving: Mechanism reuse in a graphical cognitive architecture. In Proceedings of the 4th Conference on Artificial General Intelligence, 2011.

Profile Details

http://cs.usc.edu/~rosenblo/