Planning

Learning Evolving Tools for Large Language Models ICLR 2025 Learning Feasible Transitions for Efficient Contact Planning L4DC 2025 Learning Geometric Reasoning Networks For Robot Task And Motion Planning ICLR 2025 Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling ICLR 2025 Learning Hierarchical Task Knowledge for Planning AAAI 2025 Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach AAAI 2025 Learning More Expressive General Policies for Classical Planning Domains AAAI 2025 Learning Probabilistic Temporal Logic Specifications for Stochastic Systems IJCAI 2025 Learning Spatiotemporal Dynamical Systems from Point Process Observations ICLR 2025 Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation EMNLP 2025 Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation NAACL 2025 Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving ICLR 2025 Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge ICML 2025 Learning to Search from Demonstration Sequences ICLR 2025 Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation ICLR 2025 Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration ACL 2025 LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ACL 2025 LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025 LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search NAACL 2025 LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring EMNLP 2025 LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About Actions AAAI 2025 LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences EMNLP 2025 LLM-Augmented Chemical Synthesis and Design Decision Programs ICML 2025 LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models EMNLP 2025 LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots COLING 2025