Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

Artificial Intelligence and the Web

Online Task Assignment in Crowdsourcing Markets PDF
Chien-Ju Ho, Jennifer Wortman Vaughan

Computational Sustainability and Artificial Intelligence

The Automated Vacuum Waste Collection Optimization Problem PDF
Ramón Béjar, César Fernández, Carles Mateu, Felip Manyà, Francina Sole-Mauri, David Vidal
A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring PDF
James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar
Factored Models for Multiscale Decision-Making in Smart Grid Customers PDF
Prashant P. Reddy, Manuela M. Veloso
Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement Learning PDF
Adam Vogel, Deepak Ramachandran, Rakesh Gupta, Antoine Raux

Constraints, Satisfiability, and Search

Last-Mile Restoration for Multiple Interdependent Infrastructures PDF
Carleton Coffrin, Pascal Van Hentenryck, Russell Bent
Filtering Algorithms Based on the Word-RAM Model PDF
Philippe Van Kessel, Claude-Guy Quimper

Knowledge-Based Information Systems

Choosing Linguistics over Vision to Describe Images PDF
Ankush Gupta, Yashaswi Verma, C. V. Jawahar
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems PDF
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh

Knowledge Representation and Reasoning

Synthesizing Strategies for Epistemic Goals by Epistemic Model Checking: An Application to Pursuit Evasion Games PDF
Xiaowei Huang, Ron van der Meyden

Machine Learning

Investigating Contingency Awareness Using Atari 2600 Games PDF
Marc G. Bellemare, Joel Veness, Michael Bowling
Convex Kernelized Sorting PDF
Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
Sparse Principal Component Analysis with Constraints PDF
Mihajlo Grbovic, Christopher Roger Dance, Slobodan Vucetic
Design and Optimization of an Omnidirectional Humanoid Walk: A Winning Approach at the RoboCup 2011 3D Simulation Competition PDF
Patrick MacAlpine, Samuel Barrett, Daniel Urieli, Victor Vu, Peter Stone
Learning Behavior Models for Hybrid Timed Systems PDF
Oliver Niggemann, Benno Stein, Asmir Vodencarevic, Alexander Maier, Hans Kleine Büning
Markov Network Structure Learning: A Randomized Feature Generation Approach PDF
Jan Van Haaren, Jesse Davis
Manifold Warping: Manifold Alignment over Time PDF
Hoa Trong Vu, Clifton Carey, Sridhar Mahadevan

Multiagent Systems

Security Games with Limited Surveillance PDF
Bo An, David Kempe, Christopher Kiekintveld, Eric Shieh, Satinder Singh, Milind Tambe, Yevgeniy Vorobeychik
A Scalable Message-Passing Algorithm for Supply Chain Formation PDF
Toni Penya-Alba, Meritxell Vinyals, Jesus Cerquides, Juan A. Rodriguez-Aguilar
Decision Support for Agent Populations in Uncertain and Congested Environments PDF
Pradeep Varakantham, Shih-Fen Cheng, Geoff Gordon, Asrar Ahmed
Computing Stackelberg Equilibria in Discounted Stochastic Games PDF Corrected PDF
Yevgeniy Vorobeychik, Satinder Singh

Multidisciplinary Topics

Heart Rate Topic Models PDF
Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed

Reasoning about Plans, Processes, and Actions

Efficient Approximate Value Iteration for Continuous Gaussian POMDPs PDF
Jur van den Berg, Sachin Patil, Ron Alterovitz

Reasoning Under Uncertainty

Advances in Lifted Importance Sampling PDF
Vibhav Gogate, Abhay Jha, Deepak Venugopal
Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference PDF
Guy Van den Broeck, Jesse Davis


Mobile Robot Planning to Seek Help with Spatially-Situated Tasks PDF
Stephanie Rosenthal, Manuela Veloso
Using the Web to Interactively Learn to Find Objects PDF
Mehdi Samadi, Thomas Kollar, Manuela Veloso