Planning

DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding CVPR 2025 Dynamic Replanning for Improved Public Transport Routing IJCAI 2025 Dynamic Safety in Complex Environments: Synthesizing Safety Filters with Poisson’s Equation RSS 2025 Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025 Dyve: Thinking Fast and Slow for Dynamic Process Verification EMNLP 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 Eco Search: A No-delay Best-First Search Algorithm for Program Synthesis AAAI 2025 Effective Sampling for Robot Motion Planning Through the Lens of Lattices RSS 2025 Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025 Efficient Robotic Policy Learning via Latent Space Backward Planning ICML 2025 Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025 EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025 Emergent Response Planning in LLMs ICML 2025 Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding AAAI 2025 Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning EMNLP 2025 Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025 Enhancing Graph Of Thought: Enhancing Prompts with LLM Rationales and Dynamic Temperature Control ICLR 2025 Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision EMNLP 2025 Enhancing Long Document Long Form Summarisation with Self-Planning IJCNLP 2025 Enhancing Multi-Robot Semantic Navigation Through Multimodal Chain-of-Thought Score Collaboration AAAI 2025 Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025 Enhancing SQL Query Generation with Neurosymbolic Reasoning AAAI 2025 Entropy-based Exploration Conduction for Multi-step Reasoning ACL 2025 ERGO: Entropy-guided Resetting for Generation Optimization in Multi-turn Language Models EMNLP 2025 EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025