Charles Lee Isbell Jr.

Ryan R. Curtin, William B. March, Parikshit Ram, David V. Anderson, Alexander G. Gray, Charles Lee Isbell Jr.: Tree-Independent Dual-Tree Algorithms. CoRR abs/1304.4327 (2013)

Joshua Letchford, Liam MacDermed, Vincent Conitzer, Ronald Parr, Charles L. Isbell: Computing Optimal Strategies to Commit to in Stochastic Games. AAAI 2012

Luis C. Cobo, Charles Lee Isbell Jr., Andrea Lockerd Thomaz: Automatic task decomposition and state abstraction from demonstration. AAMAS 2012: 483-490

Michael P. Holmes, Alexander G. Gray, Charles Lee Isbell Jr.: Fast Nonparametric Conditional Density Estimation. CoRR abs/1206.5278 (2012)

Rafay Hammid, Siddhartha Maddi, Amos Y. Johnson, Aaron F. Bobick, Irfan A. Essa, Charles Lee Isbell Jr.: Unsupervised Activity Discovery and Characterization From Event-Streams. CoRR abs/1207.1381 (2012)

Liam MacDermed, Charles L. Isbell, Lora Weiss: Markov Games of Incomplete Information for Multi-Agent Reinforcement Learning. Interactive Decision Theory and Game Theory 2011

Liam MacDermed, Karthik Sankaran Narayan, Charles Lee Isbell Jr., Lora Weiss: Quick Polytope Approximation of All Correlated Equilibria in Stochastic Games. AAAI 2011

Karthik Sankaran Narayan, Charles Lee Isbell Jr., David L. Roberts: DEXTOR: Reduced Effort Authoring for Template-Based Natural Language Generation. AIIDE 2011

Luis C. Cobo, Peng Zang, Charles Lee Isbell Jr., Andrea Lockerd Thomaz: Automatic State Abstraction from Demonstration. IJCAI 2011: 1243-1248

David W. Aha, Mark S. Boddy, Vadim Bulitko, Artur S. d'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher W. Geib, Piotr J. Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles L. Isbell, Darsana P. Josyula, Leslie Pack Kaelbling, Kristian Kersting, Maithilee Kunda, Luís C. Lamb, Bhaskara Marthi, Keith McGreggor, Vivi Nastase, Gregory Provan, Anita Raja, Ashwin Ram, Mark O. Riedl, Stuart J. Russell, Ashish Sabharwal, Jan-Georg Smaus, Gita Sukthankar, Karl Tuyls, Ron van der Meyden, Alon Y. Halevy, Lilyana Mihalkova, Sriraam Natarajan: Reports of the AAAI 2010 Conference Workshops. AI Magazine 31(4): 95-108 (2010)

Michael P. Holmes, Alexander G. Gray, Charles Lee Isbell Jr.: Fast kernel conditional density estimation: A dual-tree Monte Carlo approach. Computational Statistics & Data Analysis 54(7): 1707-1718 (2010)

Peng Zang, Arya Irani, Peng Zhou, Charles Lee Isbell Jr., Andrea Lockerd Thomaz: Using training regimens to teach expanding function approximators. AAMAS 2010: 341-348

Raffay Hamid, Siddhartha Maddi, Amos Y. Johnson, Aaron F. Bobick, Irfan A. Essa, Charles Lee Isbell Jr.: A novel sequence representation for unsupervised analysis of human activities. Artif. Intell. 173(14): 1221-1244 (2009)

Charles L. Isbell, Lynn Andrea Stein, Robb Cutler, Jeffrey Forbes, Linda Fraser, John Impagliazzo, Viera K. Proulx, Steve Russ, Richard Thomas, Yan Xu: (Re)defining computing curricula by (re)defining computing. SIGCSE Bulletin 41(4): 195-207 (2009)

Olufisayo Omojokun, Charles L. Isbell, Prasun Dewan: Towards automatic personalization of device controls. IEEE Trans. Consumer Electronics 55(1): 269-276 (2009)

David L. Roberts, Harikrishna Narayanan, Charles L. Isbell: Learning to Influence Emotional Responses for Interactive Storytelling. AAAI Spring Symposium: Intelligent Narrative Technologies II 2009: 95-102

Peng Zang, Peng Zhou, David Minnen, Charles Lee Isbell Jr.: Discovering options from example trajectories. ICML 2009: 153

Liam Mac Dermed, Charles L. Isbell: Solving Stochastic Games. NIPS 2009: 1186-1194

David L. Roberts, Charles L. Isbell, Michael L. Littman: Optimization problems involving collections of dependent objects. Annals OR 163(1): 255-270 (2008)

Rudolph L. Mappus IV, David Minnen, Charles Lee Isbell Jr.: Dimensionality Reduction for Improved Source Separation in FMRI Data. BIOSIGNALS (2) 2008: 308-313

David L. Roberts, Charles Lee Isbell Jr., Mark O. Riedl, Ian Bogost, Merrick L. Furst: On the Use of Computational Models of Influence for Managing Interactive Virtual Experiences. ICIDS 2008: 268-272

Olufisayo Omojokun, Michael Genovese, Charles Lee Isbell Jr.: Impact of user context on song selection. ACM Multimedia 2008: 897-900

Olufisayo Omojokun, Michael Genovese, Charles Lee Isbell Jr.: Partial signal extraction for mobile media players. MoMM 2008: 282-286

Michael P. Holmes, Alexander G. Gray, Charles Lee Isbell Jr.: QUIC-SVD: Fast SVD Using Cosine Trees. NIPS 2008: 673-680

Christopher Simpkins, Sooraj Bhat, Charles Lee Isbell Jr., Michael Mateas: Towards adaptive programming: integrating reinforcement learning into a programming language. OOPSLA 2008: 603-614

David Minnen, Charles Lee Isbell Jr., Irfan A. Essa, Thad Starner: Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning. AAAI 2007: 615-620

David L. Roberts, Sooraj Bhat, Kenneth St. Clair, Charles Lee Isbell Jr.: Authorial Idioms for Target Distributions in TTD-MDPs. AAAI 2007: 852-857

David L. Roberts, Andrew S. Cantino, Charles Lee Isbell Jr.: Player Autonomy versus Designer Intent: A Case Study of Interactive Tour Guides. AIIDE 2007: 95-97

Andrew S. Cantino, David L. Roberts, Charles L. Isbell: Autonomous nondeterministic tour guides: improving quality of experience with TTD-MDPs. AAMAS 2007: 22

Sooraj Bhat, David L. Roberts, Mark J. Nelson, Charles L. Isbell, Michael Mateas: A globally optimal algorithm for TTD-MDPs. AAMAS 2007: 199

David Minnen, Charles L. Isbell, Irfan A. Essa, Thad Starner: Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery. ICDM 2007: 601-606

Manu Sharma, Michael P. Holmes, Juan Carlos Santamaría, Arya Irani, Charles Lee Isbell Jr., Ashwin Ram: Transfer Learning in Real-Time Strategy Games Using Hybrid CBR/RL. IJCAI 2007: 1041-1046

Peng Zang, Charles Lee Isbell Jr.: Managing Domain Knowledge and Multiple Models with Boosting. IJCAI 2007: 1144-1149

David Minnen, Thad Starner, Irfan A. Essa, Charles Lee Isbell Jr.: Improving Activity Discovery with Automatic Neighborhood Estimation. IJCAI 2007: 2814-2819

Michael P. Holmes, Alexander G. Gray, Charles Lee Isbell Jr.: Ultrafast Monte Carlo for Statistical Summations. NIPS 2007

Merrick L. Furst, Charles L. Isbell, Mark Guzdial: Threads^TM: how to restructure a computer science curriculum for a flat world. SIGCSE 2007: 420-424

Michael P. Holmes, Alexander G. Gray, Charles L. Isbell: Fast Nonparametric Conditional Density Estimation. UAI 2007: 175-182

Charles Lee Isbell Jr., Michael J. Kearns, Satinder P. Singh, Christian R. Shelton, Peter Stone, David P. Kormann: Cobot in LambdaMOO: An Adaptive Social Statistics Agent. Autonomous Agents and Multi-Agent Systems 13(3): 327-354 (2006)

Mark J. Nelson, Michael Mateas, David L. Roberts, Charles Lee Isbell Jr.: Declarative Optimization-Based Drama Management in Interactive Fiction. IEEE Computer Graphics and Applications 26(3): 32-41 (2006)

Olufisayo Omojokun, Jeffrey S. Pierce, Charles Lee Isbell Jr., Prasun Dewan: Comparing end-user and intelligent remote control interface generation. Personal and Ubiquitous Computing 10(2-3): 136-143 (2006)

Sooraj Bhat, Charles Lee Isbell Jr., Michael Mateas: On the Difficulty of Modular Reinforcement Learning for Real-World Partial Programming. AAAI 2006: 318-323

Kevin Quennesson, Elias Ioup, Charles L. Isbell: Wavelet Statistics for Human Motion Classification. AAAI 2006

David L. Roberts, Mark J. Nelson, Charles Lee Isbell Jr., Michael Mateas, Michael L. Littman: Targeting Specific Distributions of Trajectories in MDPs. AAAI 2006: 1213-1218

David L. Roberts, Sooraj Bhat, Charles Lee Isbell Jr., Brian F. Cooper, Jeffrey S. Pierce: A decision-theoretic approach to file consistency in constrained peer-to-peer device networks. AAMAS 2006: 338-340

Mark J. Nelson, David L. Roberts, Charles Lee Isbell Jr., Michael Mateas: Reinforcement learning for declarative optimization-based drama management. AAMAS 2006: 775-782

Andrew Guillory, Hai Nguyen, Tucker R. Balch, Charles Lee Isbell Jr.: Learning executable agent behaviors from observation. AAMAS 2006: 795-797

Michael P. Holmes, Charles Lee Isbell Jr.: Looping suffix tree-based inference of partially observable hidden state. ICML 2006: 409-416

David Minnen, Thad Starner, Irfan A. Essa, Charles Lee Isbell Jr.: Discovering Characteristic Actions from On-Body Sensor Data. ISWC 2006: 11-18

Raffay Hamid, Amos Y. Johnson, Samir Batta, Aaron F. Bobick, Charles L. Isbell, Graham Coleman: Detection and Explanation of Anomalous Activities: Representing Activities as Bags of Event n-Grams. CVPR (1) 2005: 1031-1038

Rafay Hammid, Siddhartha Maddi, Amos Y. Johnson, Aaron F. Bobick, Irfan A. Essa, Charles Lee Isbell Jr.: Unsupervised Activity Discovery and Characterization From Event-Streams. UAI 2005: 251-258

Charles L. Isbell, Olufisayo Omojokun, Jeffrey S. Pierce: From devices to tasks: automatic task prediction for personalized appliance control. Personal and Ubiquitous Computing 8(3-4): 146-153 (2004)

Brian M. Landry, Jeffrey S. Pierce, Charles L. Isbell: Supporting routine decision-making with a next-generation alarm clock. Personal and Ubiquitous Computing 8(3-4): 154-160 (2004)

Michael P. Holmes, Charles Lee Isbell Jr.: Schema Learning: Experience-Based Construction of Predictive Action Models. NIPS 2004

Yukio Ohsawa, Peter McBurney, Simon Parsons, Christopher A. Miller, Alan C. Schultz, Jean Scholtz, Michael A. Goodrich, Eugene Santos Jr., Benjamin Bell, Charles Lee Isbell Jr., Michael L. Littman: AAAI-2002 Fall Symposium Series. AI Magazine 24(1): 95-98 (2003)

Olufisayo Omojokun, Charles Lee Isbell Jr.: User modeling for personalized universal appliance interaction. Richard Tapia Celebration of Diversity in Computing Conference 2003: 65-68

Michael J. Kearns, Charles Lee Isbell Jr., Satinder P. Singh, Diane J. Litman, Jessica Howe: CobotDS: A Spoken Dialogue System for Chat. AAAI/IAAI 2002: 425-430

Lawrence K. Saul, Daniel D. Lee, Charles L. Isbell, Yann LeCun: Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch. NIPS 2002: 1181-1188

Charles Lee Isbell Jr., Christian R. Shelton, Michael J. Kearns, Satinder P. Singh, Peter Stone: A social reinforcement learning agent. Agents 2001: 377-384

Charles Lee Isbell Jr., Christian R. Shelton, Michael J. Kearns, Satinder P. Singh, Peter Stone: Cobot: A Social Reinforcement Learning Agent. NIPS 2001: 1393-1400

Charles Lee Isbell Jr., Michael J. Kearns, David P. Kormann, Satinder P. Singh, Peter Stone: Cobot in LambdaMOO: A Social Statistics Agent. AAAI/IAAI 2000: 36-41

Charles Lee Isbell Jr., Parry Husbands: The Parallel Problems Server: an Interactive Tool for Large Scale Machine Learning. NIPS 1999: 703-709

Parry Husbands, Charles Lee Isbell Jr., Alan Edelman: MITMatlab: A Tool for Interactive Supercomputing. PPSC 1999

Deborah L. McGuinness, Charles L. Isbell, Matt Parker, Peter F. Patel-Schneider, Lori Alperin Resnick, Christopher A. Welty: A description logic-based configurator on the web. SIGART Bulletin 9(2): 20-22 (1998)

Charles Lee Isbell Jr., Paul A. Viola: Restructuring Sparse High Dimensional Data for Effective Retrieval. NIPS 1998: 480-486

Parry Husbands, Charles Lee Isbell Jr.: The Parallel Problems Server: A Client-Server Model for Interactive Large Scale Scientific Computation. VECPAR 1998: 156-169

Alexander Borgida, Charles L. Isbell, Deborah L. McGuinness: Reasoning with Black Boxes: Handling Test Concepts in CLASSIC. Description Logics 1996: 87-91

Jeremy S. De Bonet, Charles Lee Isbell Jr., Paul A. Viola: MIMIC: Finding Optima by Estimating Probability Densities. NIPS 1996: 424-430

Deborah L. McGuinness, Lori Alperin Resnick, Charles Lee Isbell Jr.: Description Logic in Practice: A CLASSIC Application. IJCAI 1995: 2045-2046