Planning

Creative Planning with Language Models: Practice, Evaluation and Applications NAACL 2025 DAA*: Deep Angular A Star for Image-based Path Planning ICCV 2025 DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal ACL 2025 Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025 DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation EMNLP 2025 DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue EMNLP 2025 DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning NAACL 2025 DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025 Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction NAACL 2025 DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025 Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025 Decoupled Search for the Masses: A Novel Task Transformation for Classical Planning (Extended Abstract) IJCAI 2025 DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025 DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments EMNLP 2025 DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search ICLR 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025 Demonstrating MOSART: Opening Articulated Structures in the Real World RSS 2025 Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts ICLR 2025 DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation CVPR 2025 DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025 DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025 DIO: Decomposable Implicit 4D Occupancy-Flow World Model CVPR 2025 Discovering Options That Minimize Average Planning Time AAAI 2025 Discrete Latent Plans via Semantic Skill Abstractions ICLR 2025 Discrete Minds in a Continuous World: Do Language Models Know Time Passes? EMNLP 2025