Planning

Multi-Modal Grounded Planning and Efficient Replanning for Learning Embodied Agents with a Few Examples AAAI 2025 Multimodal LLM Guided Exploration and Active Mapping using Fisher Information ICCV 2025 Multi-Object Sketch Animation by Scene Decomposition and Motion Planning ICCV 2025 Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025 Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver ICLR 2025 Narrative Studio: Visual narrative exploration using LLMs and Monte Carlo Tree Search NAACL 2025 NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025 NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation ICCV 2025 Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems ACL 2025 NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025 Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025 Neural Control and Certificate Repair via Runtime Monitoring AAAI 2025 Non-myopic Generation of Language Models for Reasoning and Planning ICLR 2025 No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025 NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models ACL 2025 NS4S: Neighborhood Search for Scheduling Problems Via Large Language Models IJCAI 2025 NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction AACL 2025 O$^3$Afford: One-Shot 3D Object-to-Object Affordance Grounding for Generalizable Robotic Manipulation CoRL 2025 Object-centric Video Question Answering with Visual Grounding and Referring ICCV 2025 OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models ICLR 2025 Olympus: A Universal Task Router for Computer Vision Tasks CVPR 2025 One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025 One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues EMNLP 2025 Online Planning in MDPs with Stochastic Durative Actions IJCAI 2025 Online Reasoning Video Segmentation with Just-in-Time Digital Twins ICCV 2025