Publications

Academic Publications
  • Nathan Sturtevant, H. James Hoover, Jonathan Schaeffer, Sean Gouglas, Michael Bowling, Finnegan Southey, Matthew Bouchard, Ghassan Zabaneh, "Multidisciplinary Students And Instructors: A Second-Year Games Course", in Technical Symposium on Computer Science Education (SIGCSE 2008), Portland, Oregon, 2008 (PDF).  [Listed under "Additional Authors" in the paper].
  • Southey, Finnegan; Hoehn, Bret; Holte, Robert C., "Effective Short-Term Opponent Exploitation in Simplified Poker", in Machine Learning, Vol. 74, No. 2, pages 159-189. (PDF) (gzipped Postscript)
  • Southey, Finnegan; Loh, Wesley; Wilkinson, Dana, "Inferring Complex Agent Motions from Partial Trajectory Observations", in Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI-07). (PDF) (gzipped Postscript)
  • Ghodsi, Ali; Wilkinson, Dana; Southey, Finnegan, "Improving Embeddings by Flexible Exploitation of Side Information", in Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI-07). (PDF) (gzipped Postscript)
  • Xu, Linli; Wilkinson, Dana; Southey, Finnegan and Schuurmans, Dale, "Discriminative unsupervised learning of structured predictors", in Proceedings of the 23rd International Conference on Machine Learning (ICML-06). (PDF) (gzipped Postscript)
  • Southey, Finnegan; Bowling, Michael; Larson, Bryce; Piccione, Carmelo; Burch, Neil, Billings, Darse, and Rayner, Chris, "Bayes' Bluff: Opponent Modelling in Poker" in Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence (UAI-2005), pages 550-558, July, 2005. (PDF) (gzipped Postscript)
  • Hoehn, Bret; Southey, Finnegan; Holte, Robert C. and Bulitko, Valeriy, "Effective Short-Term Opponent Exploitation in Simplified Poker" in Proceedings of the 20th National Conference on Artificial Intelligence (AAAI-2005), pages 783-788, July, 2005. (PDF) (gzipped Postscript)
  • Xiao, Gang; Southey, Finnegan; Holte, Robert C. and Wilkinson, Dana, "Software Testing by Active Learning for Commercial Games", in Proceedings of the 20th National Conference on Artificial Intelligence (AAAI-2005), pages 898-903, July, 2005. (PDF) (gzipped Postscript)
  • Southey, Finnegan, "Constraint Metrics for Local Search" in Proceedings of the 8th International Conference on Theory and Applications of Satisfiability Testing (SAT-2005), pages 269-281, June, 2005. (PDF) (gzipped Postscript)
  • Ghodsi, Ali; Huang, Jiayuan; Southey, Finnegan and Schuurmans, Dale, "Tangent Corrected Embedding" in Proceedings of the 2005 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR-2005), pages 518-525, June, 2005. (PDF) (gzipped Postscript)
  • Southey, Finnegan; Xiao, Gang; Holte, Robert C.; Trommelen, Mark and Buchanan, John, "Semi-Automated Gameplay Analysis by Machine Learning", inProceedings of the 2005 Conference on Artificial Intelligence in Interactive Digital Entertainment (AIIDE-05), pages 123-128, June, 2005. (PDF) (gzipped Postscript)
  • Southey, F. and Holte, Robert C., "Semi-Automated Gameplay Analysis", in AAAI-04 Challenges in Games Workshop, August, 2004. (PDF) (gzipped Postscript)
  • Southey, F.; Schuurmans, D. and Ghodsi, A., "Regularized greedy importance sampling", in Advances in Neural Information Processing Systems (NIPS*2002), pages 753-760. (PDF) (gzipped Postscript)
  • Schuurmans, D. and Southey, F., "Metric-based methods for adaptive model selection and regularization", Machine Learning, Special Issue on New Methods for Model Selection and Model Combination , Vol. 48, pages 51-84. (PDF) (gzipped Postscript)
  • Schuurmans, D.; Southey, F. and Holte, R. C., "The exponentiated subgradient algorithm for heuristic Boolean programming", in Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (IJCAI-01), pages 334-341. (PDF) (gzipped Postscript)
  • Schuurmans, D. and Southey, F., "Local search characteristics of incomplete SAT procedures", Artificial Intelligence, Vol. 132, No. 2, pages 121-150, (Expanded version of earlier conference paper). (PDF) (gzipped Postscript)
  • Southey, F. and Linders, J. G., "Ossa - A Conceptual Modelling System for Virtual Realities", in Proc. of the 9th International Conference on Conceptual Structures (ICCS'01). (PDF) (gzipped Postscript)
  • Schuurmans, D. and Southey, F., "Local search characteristics of incomplete SAT procedures", in Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-2000). (PDF) (gzipped Postscript)
  • Schuurmans, D. and Southey, F.,"An adaptive regularization criterion for supervised learning", in Proceedings of the Seventeenth International Conference on Machine Learning (ICML-2000). (PDF) (gzipped Postscript)
  • Schuurmans, D. and Southey, F., "Monte Carlo inference via greedy importance sampling", in Proceedings of the Sixteenth Annual Conference on Uncertainty in Artificial Intelligence (UAI-2000). (PDF) (gzipped Postscript)
  • Southey, F. and Karray, F., "Approaching Evolutionary Robotics Through Population-Based Incremental Learning", in Proc. of the 1999 International Conference on Systems, Man, and Cybernetics (SMC'99). (PDF) (gzipped Postscript)
  • Southey, F. and Linders, J. G., "Notio - A Java API for Conceptual Graphs", in Proc. of the 7th International Conference on Conceptual Structures (ICCS'99), Springer-Verlag, 1999. (PDF) (gzipped Postscript)

Industry Publications

  • Southey, Finnegan; Holte, Robert C.; Xiao, Gang; Trommelen, Mark and Buchanan, John, "Machine Learning for Semi-Automated Gameplay Analysis" inProceedings of the 2005 Game Developers Conference (GDC-2005), March, 2005. (PDF) (gzipped Postscript)
  • Southey, Finnegan and Cheng, Jamie, "Implementing Practical Planning for Game AI", in Game Programming Gems 5, eds. Pallister, Kim, Charles River Media, 2005.