Automated Planning

Chain of Thoughtlessness? An Analysis of CoT in Planning NeurIPS 2024 Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning ICLR 2024 Conversational Modeling for Constraint Satisfaction AAAI 2024 Dealing with Numeric and Metric Time Constraints in PDDL3 via Compilation to Numeric Planning AAAI 2024 Disjoint Partial Enumeration without Blocking Clauses AAAI 2024 DNCs Require More Planning Steps ICML 2024 Expressive and Flexible Simulation of Information Spread Strategies in Social Networks Using Planning AAAI 2024 First-Order Progression beyond Local-Effect and Normal Actions IJCAI 2024 Generalized Planning for the Abstraction and Reasoning Corpus AAAI 2024 Goal Alignment: Re-analyzing Value Alignment Problems Using Human-Aware AI AAAI 2024 Graph Learning for Numeric Planning NeurIPS 2024 Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NeurIPS 2024 Integrated Systems for Computational Scientific Discovery AAAI 2024 Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task Substructures ICLR 2024 Intention Progression with Temporally Extended Goals IJCAI 2024 Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval ACL 2024 Laying the Foundations for Solving FOND HTN Problems: Grounding, Search, Heuristics (and Benchmark Problems) IJCAI 2024 Learning a Distributed Hierarchical Locomotion Controller for Embodied Cooperation CoRL 2024 Learning Domain-Independent Heuristics for Grounded and Lifted Planning AAAI 2024 Learning Neuro-Symbolic Abstractions for Robot Planning and Learning AAAI 2024 Learning Planning Abstractions from Language ICLR 2024 Learning Planning Domains from Non-redundant Fully-Observed Traces: Theoretical Foundations and Complexity Analysis AAAI 2024 Learning Safe Action Models with Partial Observability AAAI 2024 Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning AAAI 2024 Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024