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Automated Planning

287 directly classified papers

Papers per year

Papers

Rational Revision of Group Intentions AAAI 2026
Symmetries and Other Variations of “End-Recursive” HTN Problems: Mapping the Border Between Decidable and Undecidable Restrictions AAAI 2026
Strategic Reasoning over Golog Programs in the Nondeterministic Situation Calculus AAAI 2026
Hybrid State Representation for Video Procedure Planning WACV 2026
Approximate State Abstraction for Markov Games AAAI 2025
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation EMNLP 2025
SPaRC: A Spatial Pathfinding Reasoning Challenge EMNLP 2025
A Structural Complexity Analysis of Hierarchical Task Network Planning IJCAI 2025
LTLf Synthesis Under Unreliable Input AAAI 2025
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting AAAI 2025
TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025
An Approach to Quantify Plans Robustness in Real-world Applications IJCAI 2025
Open-World Planning via Lifted Regression with LLM-Inferred Affordances for Embodied Agents ACL 2025
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025
Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach AAAI 2025
LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models ACL 2025
Counting and Reasoning with Plans AAAI 2025
Handling Infinite Domain Parameters in Planning Through Best-First Search with Delayed Partial Expansions IJCAI 2025
Learning Hierarchical Task Knowledge for Planning AAAI 2025
Abstraction Heuristics for Classical Planning Tasks with Conditional Effects IJCAI 2025
Told You That Will Not Work: Optimal Corrections to Planning Domains Using Counter-Example Plans AAAI 2025
HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder ICCV 2025
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving EMNLP 2025
A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025
Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025