Planning

Coarse-to-Fine Grounded Memory for LLM Agent Planning EMNLP 2025 CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025 Code-BT: A Code-Driven Approach to Behavior Tree Generation for Robot Tasks Planning with Large Language Models IJCAI 2025 CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025 CoEx – Co-evolving World-model and Exploration EMNLP 2025 CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs ICCV 2025 Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues ICCV 2025 Collaborative Object Transportation in Space via Impact Interactions RSS 2025 Collaborative Tree Search for Enhancing Embodied Multi-Agent Collaboration CVPR 2025 COMBO: Compositional World Models for Embodied Multi-Agent Cooperation ICLR 2025 Computational Complexity of Planning for Recursive Primitive Task Networks: Selective Action Nullification with State Preservation IJCAI 2025 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) AAAI 2025 Concurrent Planning and Execution in Lifelong Multi-Agent Path Finding with Delay Probabilities AAAI 2025 ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming EMNLP 2025 CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models NAACL 2025 Contextual Stochastic Optimization for School Desegregation Policymaking AAAI 2025 Contingency Constrained Planning with MPPI within MPPI L4DC 2025 Continual Reinforcement Learning by Planning with Online World Models ICML 2025 Controllable Generation via Locally Constrained Resampling ICLR 2025 COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation ICCV 2025 CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models CVPR 2025 Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025 Counting and Reasoning with Plans AAAI 2025 CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World ACL 2025 Creative Agents: Empowering Agents with Imagination for Creative Tasks UAI 2025