Planning

IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice IJCAI 2018 Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation ACL 2018 Improving Multi-Robot Behavior Using Learning-Based Receding Horizon Task Allocation RSS 2018 Improving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction ICLR 2018 Inductive Certificates of Unsolvability for Domain-Independent Planning IJCAI 2018 Language to Action: Towards Interactive Task Learning with Physical Agents IJCAI 2018 Learning Equations for Extrapolation and Control ICML 2018 Learning Loop Invariants for Program Verification NeurIPS 2018 Learning Maximum-A-Posteriori Perturbation Models for Structured Prediction in Polynomial Time ICML 2018 Learning over Subgoals for Efficient Navigation of Structured, Unknown Environments CoRL 2018 Learning Plannable Representations with Causal InfoGAN NeurIPS 2018 Learning Task Specifications from Demonstrations NeurIPS 2018 Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ACL 2018 Learning to Infer Final Plans in Human Team Planning IJCAI 2018 Learning to Search in Long Documents Using Document Structure COLING 2018 Learning to search with MCTSnets ICML 2018 Learning What Information to Give in Partially Observed Domains CoRL 2018 LIA: A Natural Language Programmable Personal Assistant EMNLP 2018 LP Heuristics over Conjunctions: Compilation, Convergence, Nogood Learning IJCAI 2018 LTL Realizability via Safety and Reachability Games IJCAI 2018 Managing Communication Costs under Temporal Uncertainty IJCAI 2018 Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction EMNLP 2018 Markov Decision Processes with Continuous Side Information ALT 2018 MCTS-Minimax Hybrids with State Evaluations (Extended Abstract) IJCAI 2018 Memory Augmented Control Networks ICLR 2018