Published: 2019-05-05

On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability

Vincent Francois-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau

1 - 30

A Coupled Operational Semantics for Goals and Commitments

Pankaj R. Telang, Munindar P. Singh, Neil Yorke-Smith

31 - 85

REBA: A Refinement-Based Architecture for Knowledge Representation and Reasoning in Robotics

Mohan Sridharan, Michael Gelfond, Shiqi Zhang, Jeremy Wyatt

87 - 180

Dependency Learning for QBF

Tomáš Peitl, Friedrich Slivovsky, Stefan Szeider

181 - 208

Goal Recognition Design in Deterministic Environments

Sarah Keren, Avigdor Gal, Erez Karpas

209 - 269

Probabilistic Planning with Reduced Models

Luis Pineda, Shlomo Zilberstein

271 - 306

Point-Based Value Iteration for Finite-Horizon POMDPs

Erwin Walraven, Matthijs T. J. Spaan

307 - 341

Weighted Matching Markets with Budget Constraints

Anisse Ismaili, Naoto Hamada, Yuzhe Zhang, Takamasa Suzuki, Makoto Yokoo

393 - 421

OptStream: Releasing Time Series Privately

Ferdinando Fioretto, Pascal Van Hentenryck

423 - 456

Unifying System Health Management and Automated Decision Making

Edward Balaban, Stephen B. Johnson, Mykel J. Kochenderfer

487 - 518

Autonomous Target Search with Multiple Coordinated UAVs

Chiara Piacentini, Sara Bernardini, J. Christopher Beck

519 - 568

A Survey of Cross-lingual Word Embedding Models

Sebastian Ruder, Ivan Vulić, Anders Søgaard

569 - 631

Computing Multi-Modal Journey Plans under Uncertainty

Adi Botea, Akihiro Kishimoto, Evdokia Nikolova, Stefano Braghin, Michele Berlingerio, Elizabeth Daly

633 - 674

Automatic Language Identification in Texts: A Survey

Tommi Jauhiainen, Marco Lui, Marcos Zampieri, Timothy Baldwin, Krister Lindén

675 – 782