Planning

A Unified Framework for Planning in Adversarial and Cooperative Environments AAAI 2019 Automated Dispatch of Helpdesk Email Tickets: Pushing the Limits with AI AAAI 2019 Automated Machine Learning with Monte-Carlo Tree Search IJCAI 2019 Automated Verification of Social Laws for Continuous Time Multi-Robot Systems AAAI 2019 A Weighted Mini-Bucket Bound for Solving Influence Diagram UAI 2019 Balancing Explicability and Explanations in Human-Aware Planning IJCAI 2019 Bayesian Estimator for Partial Trajectory Alignment RSS 2019 Bayesian Inference of Linear Temporal Logic Specifications for Contrastive Explanations IJCAI 2019 Bounded Suboptimal Search with Learned Heuristics for Multi-Agent Systems AAAI 2019 Bridging the gap between regret minimization and best arm identification, with application to A/B tests AISTATS 2019 Bringing Order to Chaos – A Compact Representation of Partial Order in SAT-Based HTN Planning AAAI 2019 Chasing Ghosts: Instruction Following as Bayesian State Tracking NeurIPS 2019 Combining Optimal Control and Learning for Visual Navigation in Novel Environments CoRL 2019 CompILE: Compositional Imitation Learning and Execution ICML 2019 Complexity Bounds for the Controllability of Temporal Networks with Conditions, Disjunctions, and Uncertainty (Extended Abstract) IJCAI 2019 Compositional Plan Vectors NeurIPS 2019 Conditional Driving from Natural Language Instructions CoRL 2019 Conditions for Avoiding Node Re-expansions in Bounded Suboptimal Search IJCAI 2019 Congestion Graphs for Automated Time Predictions AAAI 2019 Contextual bandits with continuous actions: Smoothing, zooming, and adapting COLT 2019 Control What You Can: Intrinsically Motivated Task-Planning Agent NeurIPS 2019 Corpus of Multimodal Interaction for Collaborative Planning NAACL 2019 Co-training for Policy Learning UAI 2019 Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks IJCAI 2019 Cubic LSTMs for Video Prediction AAAI 2019