Presentations and Authors


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Track:
 

Artificial Intelligence and the Web

Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests PDF
Xi Alice Gao, Yoram Bachrach, Peter Key, Thore Graepel
Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach PDF
Nozomi Nori, Danushka Bollegala, Hisashi Kashima

Cognitive Systems

Discovering Constraints for Inductive Process Modeling PDF
Ljupco Todorovski, Will Bridewell, Pat Langley

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
MOMDPs: A Solution for Modelling Adaptive Management Problems PDF
Iadine Chades, Josie Carwardine, Tara G. Martin, Samuel Nicol, Regis Sabbadin, Olivier Buffet
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
Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images PDF
Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Römer, Agim Ballvora, Uwe Rascher, Jen Leon, Lutz Plümer
Sensing the Air We Breathe — The OpenSense Zurich Dataset PDF
Jason Jingshi Li, Boi Faltings, Olga Saukh, David Hasenfratz, Jan Beutel
Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks PDF
Neo D. Martinez, Perrine Tonnin, Barbara Bauer, Rosalyn C. Rael, Rahul Singh, Sangyuk Yoon, Ilmi Yoon, Jennifer A. Dunne

Constraints, Satisfiability, and Search

Filtering Decomposable Global Cost Functions PDF
David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex
Solving Peg Solitaire with Bidirectional BFIDA* PDF
Joseph K. Barker, Richard E Korf
Solving Dots-And-Boxes PDF
Joseph K. Barker, Richard E. Korf
Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching PDF
Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
Last-Mile Restoration for Multiple Interdependent Infrastructures PDF
Carleton Coffrin, Pascal Van Hentenryck, Russell Bent
Partial-Expansion A* with Selective Node Generation PDF
Ariel Felner, Meir Goldenberg, Guni Sharon, Roni Stern, Tal Beja, Nathan Sturtevant, Jonathan Schaeffer, Robert Holte
Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters PDF
Alex Fukunaga, Akihiro Kishimoto, Adi Botea
Alpha-Beta Pruning for Games with Simultaneous Moves PDF
Abdallah Saffidine, Hilmar Finnsson, Michael Buro

Knowledge-Based Information Systems

Document Summarization Based on Data Reconstruction PDF
Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He

Knowledge Representation and Reasoning

Transportability of Causal Effects: Completeness Results PDF
Elias Bareinboim, Judea Pearl
On the Complexity of Consistent Query Answering in the Presence of Simple Ontologies PDF
Meghyn Bienvenu
Symbolic Synthesis of Observability Requirements for Diagnosability PDF
Benjamin Bittner, Marco Bozzano, Alessandro Cimatti, Xavier Olive

Machine Learning

Weighted Clustering PDF
Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker
Investigating Contingency Awareness Using Atari 2600 Games PDF
Marc G. Bellemare, Joel Veness, Michael Bowling
Adaptive Step-Size for Online Temporal Difference Learning PDF
William Dabney, Andrew G Barto
TD-DeltaPi: A Model-Free Algorithm for Efficient Exploration PDF
Bruno C. da Silva, Andrew G. Barto
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
A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions PDF
Bin Xu, Jiajun Bu, Chun Chen, Deng Cai
Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression PDF
Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He

Multiagent Systems

Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs PDF
Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, Rajesh Yellamraju
Optimal Proportional Cake Cutting with Connected Pieces PDF
Xiaohui Bei, Ning Chen, Xia Hua, Biaoshuai Tao, Endong Yang
Computing Equilibria with Two-Player Zero-Sum Continuous Stochastic Games with Switching Controller PDF
Guido Bonomi, Nicola Gatti, Fabio Panozzo, Marcello Restelli
A Dynamic Rationalization of Distance Rationalizability PDF
Craig Boutilier, Ariel D. Procaccia
On Maxsum Fair Cake Divisions PDF
Steven J. Brams, Michal Feldman, John K. Lai, Jamie Morgenstern, Ariel D. Procaccia
A Multivariate Complexity Analysis of Lobbying in Multiple Referenda PDF
Robert Bredereck, Jiehua Chen, Sepp Hartung, Rolf Niedermeier, Ondřej Suchý, Stefan Kratsch
The Price of Neutrality for the Ranked Pairs Method PDF
Markus Brill, Felix Fischer
Generalized Sampling and Variance in Counterfactual Regret Minimization PDF
Richard Gibson, Marc Lanctot, Neil Burch, Duane Szafron, Michael Bowling
Finding Optimal Abstract Strategies in Extensive-Form Games PDF
Michael Johanson, Nolan Bard, Neil Burch, Michael Bowling
Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League PDF
Patrick Lucey, Alina Bialkowski, Peter Carr, Eric Foote, Iain Matthews
Congestion Games with Agent Failures PDF
Reshef Meir, Moshe Tennenholtz, Yoram Bachrach, Peter Key
Bayes-Adaptive Interactive POMDPs PDF
Brenda Ng, Kofi Boakye, Carol Meyers, Andrew Wang

Multidisciplinary Topics

An Object-Based Bayesian Framework for Top-Down Visual Attention PDF
Ali Borji, Dicky N. Sihite, Laurent Itti
Identifying Adverse Drug Events by Relational Learning PDF
David Page, Vitor Santos Costa, Sriraam Natarajan, Aubrey Barnard, Peggy Peissig, Michael Caldwell

Natural-Language Processing

Simple Robust Grammar Induction with Combinatory Categorial Grammars PDF
Yonatan Bisk, Julia Hockenmaier
Similarity Is Not Entailment — Jointly Learning Similarity Transformation for Textual Entailment PDF
Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka

Reasoning about Plans, Processes, and Actions

The Complexity of Planning Revisited — A Parameterized Analysis PDF
Christer Bäckström, Yue Chen, Peter Jonsson, Sebastian Ordyniak, Stefan Szeider
A Distributed Approach to Summarizing Spaces of Multiagent Schedules PDF
James Calvin Boerkoel Jr., Edmund H. Durfee
Action Selection for MDPs: Anytime AO* Versus UCT PDF
Blai Bonet, Hector Geffner
Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning PDF
Blai Bonet, Hector Geffner
Improving Hierarchical Planning Performance by the Use of Landmarks PDF
Mohamed Elkawkagy, Pascal Bercher, Bernd Schattenberg, Susanne Biundo
Evaluating Temporal Plans in Incomplete Domains PDF
Daniel Morwood, Daniel Bryce
Incremental Management of Oversubscribed Vehicle Schedules in Dynamic Dial-A-Ride Problems PDF
Zachary B. Rubinstein, Stephen F. Smith, Laura Barbulescu
POMDPs Make Better Hackers: Accounting for Uncertainty in Penetration Testing PDF
Carlos Sarraute, Olivier Buffet, Jörg Hoffmann
MAXSAT Heuristics for Cost Optimal Planning PDF
Lei Zhang, Fahiem Bacchus

Reasoning Under Uncertainty

Lifted MEU by Weighted Model Counting PDF
Udi Apsel, Ronen I. Brafman
A Multi-Path Compilation Approach to Contingent Planning PDF
Ronen Brafman, Guy Shani
Exact Lifted Inference with Distinct Soft Evidence on Every Object PDF
Hung B. Bui, Tuyen N. Huynh, Rodrigo de Salvo Braz

Robotics

Efficient Optimization of Control Libraries PDF
Debadeepta Dey, Tian Yu Liu, Boris Sofman, James Andrew Bagnell
Occupancy Grid Models for Robot Mapping in Changing Environments PDF
Daniel Meyer-Delius, Maximilian Beinhofer, Wolfram Burgard
Symmetric Rendezvous in Planar Environments With and Without Obstacles PDF
Deniz Ozsoyeller, Volkan Isler, Andrew Beveridge
Searching for Optimal Off-Line Exploration Paths in Grid Environments for a Robot with Limited Visibility PDF
Alberto Quattrini Li, Francesco Amigoni, Nicola Basilico
Model Learning and Real-Time Tracking Using Multi-Resolution Surfel Maps PDF
Jörg Stückler, Sven Behnke

Spotlight

Search-Based Path Planning with Homotopy Class Constraints in 3D PDF
Subhrajit Bhattacharya, Maxim Likhachev, Vijay Kumar
Interactive Narrative: A Novel Application of Artificial Intelligence for Computer Games PDF
Mark Riedl, Vadim Bulitko
PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States PDF
Eric Anyung Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer

Student Abstracts

Temporally Expressive Planning Based on Answer Set Programming with Constraints PDF
Forrest Sheng Bao, Yuanlin Zhang
Improving Convergence of CMA-ES Through Structure-Driven Discrete Recombination PDF
Tim Brys, Ann Nowé
Informed Initial Policies for Learning in Dec-POMDPs PDF
Landon Jeffrey Kraemer, Bikramjit Banerjee
Online Sequence Alignment for Real-Time Audio Transcription by Non-Experts PDF
Walter S. Lasecki, Christopher D. Miller, Donato Borrello, Jeffrey P. Bigham
Real-Time Collaborative Planning with the Crowd PDF
Walter S. Lasecki, Jeffrey P. Bigham, James F. Allen, George Ferguson
Combining Probabilistic Planning and Logic Programming on Mobile Robots PDF
Shiqi Zhang, Forrest Sheng Bao, Mohan Sridharan

Doctoral Consortium

Capabilities in Heterogeneous Multi-Robot Systems PDF
Jennifer Elisabeth Buehler
Planning Under Time Pressure PDF
Ethan Andrew Burns


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