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Planning

3,142 papers

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Papers

Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ACL 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ACL 2018
Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation ACL 2018
Markov Decision Processes with Continuous Side Information ALT 2018
Learning to Search in Long Documents Using Document Structure COLING 2018
Fast and Accurate Reordering with ITG Transition RNN COLING 2018
Challenges and Opportunities of Applying Natural Language Processing in Business Process Management COLING 2018
STYLUS: A Resource for Systematically Derived Language Usage COLING 2018
Action-Constrained Markov Decision Processes With Kullback-Leibler Cost COLT 2018
Geometry-Aware Learning of Maps for Camera Localization CVPR 2018
Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments CVPR 2018
VirtualHome: Simulating Household Activities via Programs CVPR 2018
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation EMNLP 2018
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction EMNLP 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018
LIA: A Natural Language Programmable Personal Assistant EMNLP 2018
Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 2018
Online Linear Quadratic Control ICML 2018
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018
Learning Maximum-A-Posteriori Perturbation Models for Structured Prediction in Polynomial Time ICML 2018
Learning to search with MCTSnets ICML 2018
Gated Path Planning Networks ICML 2018
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control ICML 2018
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML 2018