Bridging the Gap between Task and Motion Planning
A Travel-Time Optimizing Edge Weighting Scheme for Dynamic Re-Planning | |
Andrew Feit, Lenrik Toval, Raffi Hovagimian, Rachel Greenstadt |
Collaboratively-Built Knowledge Sources and Artificial Intelligence
Learning to Extract Quality Discourse in Online Communities | |
Michael Robert Brennan, Stacy Wrazien, Rachel Greenstadt |
Learning from the Web: Extracting General World Knowledge from Noisy Text | |
Jonathan Gordon, Benjamin Van Durme, Lenhart K. Schubert |
Constructing Folksonomies by Integrating Structured Metadata with Relational Clustering | |
Anon Plangprasopchok, Kristina Lerman, Lise Getoor |
Interactive Decision Theory and Game Theory
Learning to Cooperate in Normal Form Games | |
Steven Damer, Maria Gini |
Mathematical Programming Formulations to Compute Steady States in Two-Player Extensive-Form Games | |
Nicola Gatti, Sofia Ceppi, Fabio Panozzo |
Integrating Opponent Models with Monte-Carlo Tree Search in Poker | |
Marc Ponsen, Geert Gerritsen, Guillaume Chaslot |
Sampling and Updating Higher Order Beliefs in Decision-Theoretic Bargaining Under Uncertainty | |
Paul Varkey, Piotr Gmytrasiewicz |
Metacognition for Robust Social Systems
Toward Spoken Dialogue as Mutual Agreement | |
Susan L. Epstein, Joshua Gordon, Rebecca Passonneau, Tiziana Ligorio |
Plan, Activity, and Intent Recognition
Towards the Integration of Programming by Demonstration and Programming by Instruction using Golog | |
Christian Fritz, Yolanda Gil |
Handling Looping and Optional Actions in YAPPR | |
Christopher Geib, Robert Goldman |
Plan Libraries for Plan Recognition: Do We Really Know What They Model? | |
Robert P. Goldman, Froduald Kabanza, Philipe Bellefeuille |
Possibilistic Behavior Recognition in Smart Homes for Cognitive Assistance | |
Patrice C. Roy, Sylvain Giroux, Bruno Bouchard, Abdenour Bouzouane, Clifton Phua, Andrei Tolstikov, Jit Biswas |
Statistical Relational AI
Exploiting Logical Structure in Lifted Probabilistic Inference | |
Vibhav Gogate, Pedro Domingos |
Integrating Structured Metadata with Relational Affinity Propagation | |
Anon Plangprasopchok, Kristina Lerman, Lise Getoor |
Probabilistic Programming for Planning Problems | |
Ingo Thon, Bernd Gutmann, Guy Van den Broeck |
Visual Representations and Reasoning
Estimating Quantitative Magnitudes Using Semantic Similarity | |
Jim Davies, Jonathan Gagne |
Re-Examining the Mental Imagery Debate with Neuropsychological Data from the Clock Drawing Test | |
Anupam Guha, Hyungsin Kim, Ellen Do |
A Fractal Analogy Approach to the Raven's Test of Intelligence | |
Keith McGreggor, Maithilee Kunda, Ashok Goel |
Workshop on Abstraction, Reformulation, and Approximation
Effects of Faulty Knowledge Engineering on Structured Classification Learning | |
Joshua Jones, Ashok Goel |