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

Agent-Based and Multiagent Systems

Multi-Agent Soft Constraint Aggregation via Sequential Voting PDF
Giorgio Dalla Pozza, Maria Silvia Pini, Francesca Rossi, K. Brent Venable
Subsidies, Stability, and Restricted Cooperation in Coalitional Games PDF
Reshef Meir, Jeffrey S. Rosenschein, Enrico Malizia
Minimum Search To Establish Worst-Case Guarantees in Coalition Structure Generation PDF
Talal Rahwan, Tomasz P Michalak, Nicholas R Jennings
On Combining Decisions from Multiple Expert Imitators for Performance PDF
Jonathan Rubin, Ian Watson
An Empirical Study of Seeding Manipulations and Their Prevention PDF
Tyrel Russell, Peter van Beek
Using Gaussian Processes to Optimise Concession in Complex Negotiations against Unknown Opponents PDF
Colin Richard Williams, Valentin Robu, Enrico Harm Gerding, Nicholas Robert Jennings

Constraints, Satisfiability, and Search

Constraint Satisfaction Problems: Convexity Makes AllDifferent Constraints Tractable PDF
Michael Fellows, Tobias Friedrich, Danny Hermelin, Nina Narodytska, Frances Rosamond
Finite-Length Markov Processes with Constraints PDF
Francois Pachet, Pierre Roy, Gabriele Barbieri
Nested Rollout Policy Adaptation for Monte Carlo Tree Search PDF
Christopher D. Rosin
Bounded Suboptimal Search: A Direct Approach Using Inadmissible Estimates PDF
Jordan Tyler Thayer, Wheeler Ruml

Knowledge Representation, Reasoning, and Logic

Walking the Complexity Lines for Generalized Guarded Existential Rules PDF
Jean-François Baget, Marie-Laure Mugnier, Sebastian Rudolph, Michaël Thomazo
Interval-Based Possibilistic Logic PDF
Salem Benferhat, Julien Hué, Sylvain Lagrue, Julien Rossit
Belief Management for High-Level Robot Programs PDF
Stephan Gspandl, Ingo Pill, Michael Reip, Gerald Steinbauer, Alexander Ferrein
Extending Decidable Existential Rules by Joining Acyclicity and Guardedness PDF
Markus Krötzsch, Sebastian Rudolph
Reasoning-Supported Interactive Revision of Knowledge Bases PDF
Nadeschda Nikitina, Sebastian Rudolph, Birte Glimm
Query Answering in the Horn Fragments of the Description Logics SHOIQ and SROIQ PDF
Magdalena Ortiz, Sebastian Rudolph, Mantas Simkus
On the Complexity of Dealing with Inconsistency in Description Logic Ontologies PDF
Riccardo Rosati
On Qualitative Route Descriptions: Representation and Computational Complexity PDF
Matthias Westphal, Stefan Wölfl, Bernhard Nebel, Jochen Renz

Machine Learning

A Framework for Incorporating General Domain Knowledge into Latent Dirichlet Allocation Using First-Order Logic PDF
David Andrzejewski, Xiaojin Zhu, Mark Craven, Benjamin Recht
A Hidden Markov Model Variant for Sequence Classification PDF
Sam Blasiak, Huzefa Rangwala
Multi-Kernel Gaussian Processes PDF
Arman Melkumyan, Fabio Ramos
Strategy Learning for Autonomous Agents in Smart Grid Markets PDF
Prashant P. Reddy, Manuela M. Veloso
Q-Error as a Selection Mechanism in Modular Reinforcement-Learning Systems PDF
Mark B. Ring, Tom Schaul
Bayesian Policy Search with Policy Priors PDF
David Wingate, Noah D. Goodman, Daniel M. Roy, Leslie P. Kaelbling, Joshua B. Tenenbaum

Multidisciplinary Topics And Applications

A Hierarchical Architecture for Adaptive Brain-Computer Interfacing PDF
Mike Chung, Willy Cheung, Reinhold Scherer, Rajesh P. N. Rao

Natural-Language Processing

Online Latent Structure Training for Language Acquisition PDF
Michael James Connor, Cynthia Fisher, Dan Roth
Learning from Natural Instructions PDF
Dan Goldwasser, Dan Roth
Improving Topic Evaluation Using Conceptual Knowledge PDF
Claudiu Cristian Musat, Julien Velcin, Stefan Trausan-Matu, Marian-Andrei Rizoiu
Ensemble-Based Coreference Resolution PDF
Altaf Rahman, Vincent Ng
Unsupervised Lexicon Acquisition for HPSG-Based Relation Extraction PDF
Benjamin Rozenfeld, Ronen Feldman

Planning and Scheduling

Iterative Flattening Search for the Flexible Job Shop Scheduling Problem PDF
Angelo Oddi, Riccardo Rasconi, Amedeo Cesta, Stephen F. Smith
Goal Recognition over POMDPs: Inferring the Intention of a POMDP Agent PDF
Miquel Ramírez, Hector Geffner
Planning with SAT, Admissible Heuristics and A* PDF
Jussi Rintanen
Bounded Intention Planning PDF
Jason Wolfe, Stuart Russell

Uncertainty in AI

Randomized Sensing in Adversarial Environments PDF
Andreas Krause, Alex Roper, Daniel Golovin
Eliciting Additive Reward Functions for Markov Decision Processes PDF
Kevin Regan, Craig Boutilier
Robust Online Optimization of Reward-Uncertain MDPs PDF
Kevin Regan, Craig Boutilier
Finding (α,ϑ)-Solutions Via Sampled SCSPs PDF
Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steven Prestwich

Web and Knowledge-Based Information Systems

CCR — A Content-Collaborative Reciprocal Recommender for Online Dating PDF
Joshua Akehurst, Irena Koprinska, Kalina Yacef, Luiz Pizzato, Judy Kay, Tomasz Rej
Multi-Perspective Linking of News Articles within a Repository PDF
Arpit Khurdiya, Lipika Dey, Nidhi Raj, Sk. Mirajul Haque
Making Better Informed Trust Decisions with Generalized Fact-Finding PDF
Jeff Pasternack, Dan Roth
Predicting Epidemic Tendency through Search Behavior Analysis PDF
Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Anqi Cui, Liyun Ru

Special Track on Integrated and Embedded AI

A Comprehensive Approach to On-Board Autonomy Verification and Validation PDF
Marco Bozzano, Alessandro Cimatti, Marco Roveri, Andrei Tchaltsev
Learning 3D Geological Structure from Drill-Rig Sensors for Automated Mining PDF
Sildomar Takahashi Monteiro, Joop van de Ven, Fabio Ramos, Peter Hatherly

Best Paper Track

Flexible Tree Matching PDF
Ranjitha Kumar, Jerry O. Talton, Salman Ahmad, Tim Roughgarden, Scott R. Klemmer
Recommender Systems: Missing Data and Statistical Model Estimation PDF
Benjamin M. Marlin, Richard S. Zemel, Sam T. Roweis, Malcolm Slaney
Norm Compliance of Rule-Based Cognitive Agents PDF
Antonino Rotolo
Active Exploration for Robust Object Detection PDF
Javier Velez, Garrett Hemann, Albert S. Huang, Ingmar Posner, Nicholas Roy

Doctoral Consortium

Bayesian Abductive Logic Programs: A Probabilistic Logic for Abductive Reasoning PDF
Sindhu V. Raghavan
From an Agent Logic to an Agent Programming Language for Partially Observable Stochastic Domains PDF
Gavin Brian Rens