Papers
Training-Efficient Feature Map for Shift-Invariant Kernels
Xixian Chen, Haiqin Yang, Irwin King et al.
Model Metric Co-Learning for Time Series Classification
Huanhuan Chen, Fengzhen Tang, Peter Tino et al.
Direct Policy Iteration with Demonstrations
Jessica Chemali, Alessandro Lazaric
A Space Alignment Method for Cold-Start TV Show Recommendations
Shiyu Chang, Jiayu Zhou, Pirooz Chubak et al.
Policy Shaping with Human Teachers
Thomas Cederborg, Ishaan Grover, Charles L Isbell et al.
Reinforcement Learning from Demonstration through Shaping
Tim Brys, Anna Harutyunyan, Halit Bener Suay et al.
Autonomous Cross-Domain Knowledge Transfer in Lifelong Policy Gradient Reinforcement Learning
Haitham Bou Ammar, Eric Eaton, Jose Marcio Luna et al.
Count-Based Frequency Estimation with Bounded Memory
Marc G. Bellemare
An Expectation-Maximization Algorithm to Compute a Stochastic Factorization From Data
Andre M. S. Barreto, Rafael L. Beirigo, Joelle Pineau et al.
A Graph Kernel Based on the Jensen-Shannon Representation Alignment
Lu Bai, Zhihong Zhang, Chaoyan Wang et al.
Maximum Entropy Semi-Supervised Inverse Reinforcement Learning
Julien Audiffren, Michal Valko, Alessandro Lazaric et al.
Learning Regular Languages via Alternating Automata
Dana Angluin, Sarah Eisenstat, Dana Fisman
Extending AGM Contraction to Arbitrary Logics
Zhiqiang Zhuang, Zhe Wang, Kewen Wang et al.
Verification of Knowledge-Based Programs over Description Logic Actions
Benjamin Zarrieß, Jens Claßen
Computation and Complexity of Preference Inference Based on Hierarchical Models
Nic Wilson, Anne-Marie George, Barry O'Sullivan
Query Understanding through Knowledge-Based Conceptualization
Zhongyuan Wang, Kejun Zhao, Haixun Wang et al.
A Complete Epistemic Planner without the Epistemic Closed World Assumption
Hai Wan, Rui Yang, Liangda Fang et al.
AGM Revision of Beliefs about Action and Time
Marc van Zee, Dragan Doder, Mehdi Dastani et al.
Efficiently Finding Conditional Instruments for Causal Inference
Benito van der Zander, Johannes Textor, Maciej Liskiewicz
Characterizability in Belief Revision
György Turán, Jon Yaggie
Efficiently Characterizing Non-Redundant Constraints in Large Real World Qualitative Spatial Networks
Michael Sioutis, Sanjiang Li, Jean-Francois Condotta
MergeXplain: Fast Computation of Multiple Conflicts for Diagnosis
Kostyantyn Shchekotykhin, Dietmar Jannach, Thomas Schmitz