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• Learning Bayesian Networks with Bounded Tree-width via Guided Search

  Siqi Nie, Cassio de Campos, Qiang Ji

  2016-03-05

• On Learning Causal Models from Relational Data

  Sanghack Lee, Vasant Honavar

  2016-03-05

• Approximate Probabilistic Inference via Word-Level Counting

  Supratik Chakraborty, Kuldeep Meel, Rakesh Mistry, Moshe Vardi

  2016-03-05

• Selectively Reactive Coordination for a Team of Robot Soccer Champions

  Juan Pablo Mendoza, Joydeep Biswas, Philip Cooksey, Richard Wang, Steven Klee, Danny Zhu, Manuela Veloso

  2016-03-05

• Continual Planning in Golog

  Till Hofmann, Tim Niemueller, Jens Claßen, Gerhard Lakemeyer

  2016-03-05

• Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks

  Peter Ondruska, Ingmar Posner

  2016-03-05

• Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy

  Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye

  2016-03-05

• Distance Minimization for Reward Learning from Scored Trajectories

  Benjamin Burchfiel, Carlo Tomasi, Ronald Parr

  2016-03-05

• General Error Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems

  Eric Hansen, Ibrahim Abdoulahi

  2016-03-05

• Multi-Agent Path Finding with Payload Transfers and the Package-Exchange Robot-Routing Problem

  Hang Ma, Craig Tovey, Guni Sharon, T. K. Kumar, Sven Koenig

  2016-03-05

• Randomised Procedures for Initialising and Switching Actions in Policy Iteration

  Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan

  2016-03-05

• Solving Goal Recognition Design Using ASP

  Tran Son, Orkunt Sabuncu, Christian Schulz-Hanke, Torsten Schaub, William Yeoh

  2016-03-05

• Computing Contingent Plans Using Online Replanning

  Radimir Komarnitsky, Guy Shani

  2016-03-05

• Solving Transition-Independent Multi-Agent MDPs with Sparse Interactions

  Joris Scharpff, Diederik Roijers, Frans Oliehoek, Matthijs Spaan, Mathijs de Weerdt

  2016-03-05

• A Proactive Sampling Approach to Project Scheduling under Uncertainty

  Pradeep Varakantham, Na Fu, Hoong Chuin Lau

  2016-03-05

• Goal Recognition Design with Non-Observable Actions

  Sarah Keren, Avigdor Gal, Erez Karpas

  2016-03-05

• Solving Risk-Sensitive POMDPs With and Without Cost Observations

  Ping Hou, William Yeoh, Pradeep Varakantham

  2016-03-05

• Dynamic Controllability of Disjunctive Temporal Networks: Validation and Synthesis of Executable Strategies

  Alessandro Cimatti, Andrea Micheli, Marco Roveri

  2016-03-05

• A POMDP Formulation of Proactive Learning

  Kyle Wray, Shlomo Zilberstein

  2016-03-05

• Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach

  Mauro Vallati, Daniele Magazzeni, Bart De Schutter, Lukas Chrpa, Thomas McCluskey

  2016-03-05

• Approximation Algorithms for Route Planning with Nonlinear Objectives

  Ger Yang, Evdokia Nikolova

  2016-03-05

• Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value

  Amir-massoud Farahmand, Daniel Nikovski, Yuji Igarashi, Hiroki Konaka

  2016-03-05

• Microsummarization of Online Reviews: An Experimental Study

  Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell

  2016-03-05

• Labeling the Semantic Roles of Commas

  Naveen Arivazhagan, Christos Christodoulopoulos, Dan Roth

  2016-03-05

• Acquiring Knowledge of Affective Events from Blogs Using Label Propagation

  Haibo Ding, Ellen Riloff

  2016-03-05