| 2010 | On the Episode Duration Distribution in Fixed-Policy Markov Decision Processes. | Itamar Arel, Andrew S. Davis |
| 2010 | Direct Reported Speech in Multilingual Texts: Automatic Annotation and Semantic Categorization. | Motasem Alrahabi, Jean-Pierre Descls, Jungyeon Suh |
| 2010 | A Psychologically-Inspired Agent for Iterative Prisoner's Dilemma. | Rawad Al-Haddad, Gita Sukthankar |
| 2010 | A Method of Analysis to Uncover Artefact-Communication Relationships. | Nik Nailah Binti Abdullah, Helen C. Sharp, Shinichi Honiden |
| 2009 | Supporting Uncertainty and Inconsistency in Semantic Web Applications. | Neli P. Zlatareva |
| 2009 | Special Track on Games and Entertainment. | G. Michael Youngblood, Klaus P. Jantke |
| 2009 | Multiagent Bayesian Forecasting of Time Series with Graphical Models. | Yang Xiang, James Smith, Jeff Kroes |
| 2009 | The Role of Knowledge-based Features in Polarity Classification at Sentence Level. | Michael Wiegand, Dietrich Klakow |
| 2009 | Rule Mining and Missing-Value Prediction in the Presence of Data Ambiguities. | Kasun Wickramaratna, Miroslav Kubat, Kamal Premaratne, Thanuka Wickramarathne |
| 2009 | Analyzing Team Actions with Cascading HMM. | Brandyn Allen White, Nate Blaylock, Ladislau Blni |
| 2009 | Special Track on Case-Based Reasoning. | Ian Watson, Santiago Ontan |
| 2009 | Special Track on Intelligent Tutoring Systems. | Arthur Ward, Chas Murray |
| 2009 | Improving Biomedical Document Retrieval by Mining Domain Knowledge. | Shuguang Wang, Milos Hauskrecht |
| 2009 | Robot Defense: Using the Java Instructional Game Engine in the Artificial Intelligence Classroom. | Scott A. Wallace, Ingrid Russell |
| 2009 | Towards a Method for Assessing Summaries in Spanish using LSA. | Ren Alejandro Venegas |
| 2009 | Extracting Meaning from Cell Phone Improvement Ideas. | Jenine Turner, Raimondas Lencevicius, Mark Adler |
| 2009 | EA NLU: Practical Language Understanding for Cognitive Modeling. | Emmett Tomai, Kenneth D. Forbus |
| 2009 | The Crawler, A Class Room Demonstrator for Reinforcement Learning. | Michel Tokic, Wolfgang Ertel, Joachim Fessler |
| 2009 | Memory Based Goal Schema Recognition. | Dan Tecuci, Bruce W. Porter |
| 2009 | Multiple Answer Extraction for Question Answering with Automated Theorem Proving Systems. | Geoff Sutcliffe, Aparna Yerikalapudi, Steven Trac |
| 2009 | Towards Shorter Solutions for Problems of Path Planning for Multiple Robots in Theta-like Environments. | Pavel Surynek |
| 2009 | c-rater: Automatic Content Scoring for Short Constructed Responses. | Jana Zuheir Sukkarieh, John Blackmore |
| 2009 | VipBoost: A More Accurate Boosting Algorithm. | Xiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner |
| 2009 | SlidesGen: Automatic Generation of Presentation Slides for a Technical Paper Using Summarization. | M. Sravanthi, C. Ravindranath Chowdary, P. Sreenivasa Kumar |
| 2009 | Identifying User Destinations in VirtualWorlds. | Fahad Shah, Philip Bell, Gita Sukthankar |