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

AI and Robotics

Organizers PDF
Alessandro Saffiotti
Preface PDF
Alessandro Saffiotti, Nick Hawes, George Konidaris, Moritz Tenolth
Spatial Language Processing for Assistive Robots with "Deep" Chunking and Semantic Grammars PDF
Tatiana Alexenko, Marjorie Skubic, Zhiyu Huo
Prediction Driven Behavior: Learning Predictions that Drive Fixed Responses PDF
Joseph Modayil, Richard S. Sutton
Control of a Robot Arm with Artificial and Biological Neural Networks PDF
Abraham Michael Shultz, Sangmook Lee, Thomas B. Shea, Holly A. Yanco
Robots and Bananas: Exploring Deliberation in Cognitive Robots PDF
Jasmin Grosinger, Federico Pecora, Alessandro Saffiotti

Cognitive Computing for Augmented Human Intelligence

Organizers PDF
Biplav Srivastava
Preface PDF
Biplav Srivastava, Aurelie Lozano, Janusz Marecki, Irina Rish, Ruslan Salakhudtinov, Gerald Tesauro, Manuela Veloso
Inference Graphs: A New Kind of Hybrid Reasoning System PDF
Daniel R. Schlegel, Stuart C. Shapiro

Computer Poker and Imperfect Information

Regret Transfer and Parameter Optimization PDF
Noam Brown, Tuomas Sandholm
Potential-Aware Imperfect-Recall Abstraction with Earth Mover's Distance in Imperfect-Information Games PDF
Sam Ganzfried, Tuomas Sandholm
Self-Play Monte-Carlo Tree Search in Computer Poker PDF
Johannes Heinrich, David Silver
Using Kullback-Leibler Divergence to Model Opponents in Poker PDF
Jiajia Zhang, Xuan Wang, Lin Yao, Jingpeng Li, Xuedong Shen

Intelligent Cinematography and Editing

Video Retargeting: Video Saliency and Optical Flow Based Hybrid Approach PDF
Cigdem Kocberber, Albert Ali Salah
On-Screen Visual Balance Inspired by Real Movies PDF
Cunka Bassirou Sanokho, Marc Christie

Machine Learning for Interactive Systems

Personalized Instruction of Physical Skills with a Social Robot PDF
Alexandru Litoiu, Brian Scassellati
Online Development of Assistive Robot Behaviors for Collaborative Manipulation and Human-Robot Teamwork PDF
Bradley Hayes, Brian Scassellati
Learning Social Interaction from the Wizard: A Proposal PDF
W. Bradley Knox, Samuel Spaulding, Cynthia Breazeal
Adapting Difficulty Levels in Personalized Robot-Child Tutoring Interactions PDF
Aditi Ramachandran, Brian Scassellati

Modern Artificial Intelligence for Health Analytics

Balancing Efficiency and Fairness in Dynamic Kidney Exchange PDF
John Paul Dickerson, Tuomas Sandholm
A Machine Learning Approach to Predicting Blood Glucose Levels for Diabetes Management PDF
Kevin Plis, Razvan Bunescu, Cindy Marling, Jay Shubrook, Frank Schwartz

Multiagent Interaction without Prior Coordination

Cooperating with Unknown Teammates in Robot Soccer PDF
Samuel Barrett, Peter Stone
A Dynamic Coordination Approach for Task Allocation in Disaster Environments under Spatial and Communicational Constraints PDF
Xing Su, Minjie Zhang, Quan Bai, Dayong Ye

Multidisciplinary Workshop on Advances in Preference Handling

Fixing a Balanced Knockout Tournament PDF
Haris Aziz, Serge Gaspers, Simon Mackenzie, Nicholas Mattei, Paul Stursberg, Toby Walsh
Who is Watching You Eat? PDF
Judy Goldsmith, Nicholas Mattei, Robert H. Sloan
A Model for Intransitive Preferences PDF
Sam Saarinen, Craig A. Tovey, Judy Goldsmith

Semantic Cities: Beyond Open Data to Models, Standards and Reasoning

Preface PDF
Mark Fox, Freddy Lecue, Sheila McIlraith, Biplav Srivastava, Rosario Uceda-Sosa
Allocation of Pre-Kindergarten Seats in New York City PDF
Ravi Shroff, Richard Dunks, Jeongki Lim, Haozhe Wang, Miguel Castro
The D-SCRIBE Process for Building a Scalable Ontology PDF
Robert Schloss, Rosario Usceda-Sosa, Biplav Srivastava
Building Pattern with Open Web APIs in E-Governance PDF
Biplav Srivastava, Jim Laredo, Shao Chun Li, Florian Pinel, Daniel Williams, Fang Quan Xie, Chih Yuan, Blaine Dolph

Sequential Decision Making with Big Data

Feature Reinforcement Learning: State of the Art PDF
Mayank Daswani, Peter Sunehag, Marcus Hutter
Surprise and Curiosity for Big Data Robotics PDF
Adam White, Joseph Modayil, Richard S. Sutton

Statistical Relational AI

Understanding the Complexity of Lifted Inference and Asymmetric Weighted Model Counting PDF
Eric Gribkoff, Guy Van den Broeck, Dan Suciu
Classification from One Class of Examples for Relational Domains PDF
Tushar Khot, Sriraam Natarajan, Jude Shavlik
A Proposal for Statistical Outlier Detection in Relational Structures PDF
Fatemeh Riahi, Oliver Schulte, Qing Li
WOLFE: Strength Reduction and Approximate Programming for Probabilistic Programming PDF
Sebastian Robert Riedel, Sameer Singh, Vivek Srikumar, Tim Rocktaeschel, Larysa Visengeriyeva, Jan Noessner
Scalable Learning for Structure in Markov Logic Networks PDF
Zhengya Sun, Zhuoyu Wei, Jue Wang, Hongwei Hao
Solving Distributed Constraint Optimization Problems Using Ranks PDF
Mihaela Verman, Philip Stutz, Abraham Bernstein

The World Wide Web and Public Health Intelligence

Preface PDF
Arash Shaban-Nejad, David L. Buckeridge, John S. Brownstein
Decision Support in Emergency Medical Systems: New Strategies for Dynamic Ambulance Allocation PDF
Niklas Meinzer, Sabine Storandt
Towards Timely Public Health Decisions to Tackle Seasonal Diseases With Open Government Data PDF
Vandana Srivastava, Biplav Srivastava