Planning

An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ACL 2022 Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search IJCAI 2022 A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees L4DC 2022 A Polynomial-time Decentralised Algorithm for Coordinated Management of Multiple Intersections IJCAI 2022 Application of Neurosymbolic AI to Sequential Decision Making IJCAI 2022 Approximate Inference for Stochastic Planning in Factored Spaces PGM 2022 Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems JMLR 2022 Approximate Value Equivalence NeurIPS 2022 Artificial Intelligence Approaches to Build Ticket to Ride Maps AAAI 2022 A* Search and Bound-Sensitive Heuristics for Oversubscription Planning AAAI 2022 ASP-Based Declarative Process Mining AAAI 2022 Audio-Driven Neural Gesture Reenactment With Video Motion Graphs CVPR 2022 Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions EMNLP 2022 Automated Crossword Solving ACL 2022 Automated Synthesis of Generalized Invariant Strategies via Counterexample-Guided Strategy Refinement AAAI 2022 Autonomous Learning of Object-Centric Abstractions for High-Level Planning ICLR 2022 Backprop-Free Reinforcement Learning with Active Neural Generative Coding AAAI 2022 Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning ICML 2022 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization AAAI 2022 Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments IJCAI 2022 Body-Decoupled Grounding via Solving: A Novel Approach on the ASP Bottleneck IJCAI 2022 Bounding Quality in Diverse Planning AAAI 2022 Bounding the Difference Between Model Predictive Control and Neural Networks L4DC 2022 Bridging LTLf Inference to GNN Inference for Learning LTLf Formulae AAAI 2022 Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation CVPR 2022