Planning

TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025 TripTailor: A Real-World Benchmark for Personalized Travel Planning ACL 2025 TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025 UFO: A UI-Focused Agent for Windows OS Interaction NAACL 2025 UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation EMNLP 2025 Underwater Visual SLAM with Depth Uncertainty and Medium Modeling ICCV 2025 UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging EMNLP 2025 UniGoal: Towards Universal Zero-shot Goal-oriented Navigation CVPR 2025 UniPhy: Learning a Unified Constitutive Model for Inverse Physics Simulation CVPR 2025 Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach EMNLP 2025 Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues ICLR 2025 Unlocking the Planning Capabilities of Large Language Models with Maximum Diversity Fine-tuning NAACL 2025 Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment ICLR 2025 Using Explainable AI and Hierarchical Planning for Outreach with Robots AAAI 2025 Using Planning for Automated Testing of Video Games IJCAI 2025 Verifying maximum link loads in a changing world NSDI 2025 VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool AAAI 2025 VestaBench: An Embodied Benchmark for Safe Long-Horizon Planning Under Multi-Constraint and Adversarial Settings EMNLP 2025 VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation ICLR 2025 Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning EMNLP 2025 Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning EMNLP 2025 ViLLa: Video Reasoning Segmentation with Large Language Model ICCV 2025 VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms EMNLP 2025 Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025 VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning ICLR 2025