Planning

Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate ICLR 2025 Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models IJCAI 2025 Bridging Past and Future: End-to-End Autonomous Driving with Historical Prediction and Planning CVPR 2025 Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space ICLR 2025 Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025 BTPG: A Platform and Benchmark for Behavior Tree Planning in Everyday Service Robots IJCAI 2025 CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers ICCV 2025 CAD-HLLM: Generating Executable CAD from Text with Hierarchical LLM Planning ACML 2025 CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025 Can LLMs Truly Plan? A Comprehensive Evaluation of Planning Capabilities EMNLP 2025 Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks ACL 2025 Can We Steer Reasoning Direction by Thinking Intervention? EMNLP 2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation ICLR 2025 CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search ICLR 2025 CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025 CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning ICCV 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025 CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL ICLR 2025 ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents ACL 2025 CheckManual: A New Challenge and Benchmark for Manual-based Appliance Manipulation CVPR 2025 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025 Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling ICML 2025 Coalition Obstruction Temporal Logic: A New Obstruction Logic to Reason About Demon Coalitions IJCAI 2025