Planning

Reinforced Genetic Algorithm for Structure-based Drug Design NeurIPS 2022 Reinforcement Learning for Cross-Domain Hyper-Heuristics IJCAI 2022 Reinforcement Learning with Non-Exponential Discounting NeurIPS 2022 Rushing and Strolling among Answer Sets – Navigation Made Easy AAAI 2022 Safe Autonomous Navigation for Systems with Learned SE(3) Hamiltonian Dynamics L4DC 2022 Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs AAAI 2022 Scale-invariant Learning by Physics Inversion NeurIPS 2022 Selective Object Rearrangement in Clutter CoRL 2022 Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency WACV 2022 Sequentially Controlled Text Generation EMNLP 2022 Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022 Simulation-guided Beam Search for Neural Combinatorial Optimization NeurIPS 2022 Situation Calculus for Controller Synthesis in Manufacturing Systems with First-Order State Representation (Extended Abstract) IJCAI 2022 Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) AAAI 2022 Speeding Up the RUL¯ Dynamic-Controllability-Checking Algorithm for Simple Temporal Networks with Uncertainty AAAI 2022 Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions NeurIPS 2022 Stochastic Goal Recognition Design Problems with Suboptimal Agents AAAI 2022 Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries COLING 2022 Symmetric Machine Theory of Mind ICML 2022 SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs UAI 2022 Synthesis from Satisficing and Temporal Goals AAAI 2022 Synthesis of Maximally Permissive Strategies for LTLf Specifications IJCAI 2022 Target-Guided Open-Domain Conversation Planning COLING 2022 Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022