Planning

PDBs Go Numeric: Pattern-Database Heuristics for Simple Numeric Planning AAAI 2025 PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs ICML 2025 Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025 Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ACL 2025 Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction CVPR 2025 PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems IJCNLP 2025 Physics-informed Temporal Difference Metric Learning for Robot Motion Planning ICLR 2025 PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability CVPR 2025 Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks ICML 2025 Plan Before You Write: Improve LLM writing by planning NeurIPS 2025 Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing EMNLP 2025 Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages NAACL 2025 PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving EMNLP 2025 PlanLLM: Video Procedure Planning with Refinable Large Language Models AAAI 2025 Planning Agents on an Ego-Trip: Leveraging Hybrid Ego-Graph Ensembles for Improved Tool Retrieval in Enterprise Task Planning IJCNLP 2025 Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming ICLR 2025 PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025 Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CoNLL 2025 Planning in Natural Language Improves LLM Search for Code Generation ICLR 2025 Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts AAAI 2025 Planning with Diffusion Models for Target-Oriented Dialogue Systems ACL 2025 Planning with Multi-Constraints via Collaborative Language Agents COLING 2025 PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving EMNLP 2025 Poisson-Dirac Neural Networks for Modeling Coupled Dynamical Systems across Domains ICLR 2025