Planning

Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do ICLR 2025 To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning ICLR 2025 Told You That Will Not Work: Optimal Corrections to Planning Domains Using Counter-Example Plans AAAI 2025 ToolGen: Unified Tool Retrieval and Calling via Generation ICLR 2025 Tool-Planner: Task Planning with Clusters across Multiple Tools ICLR 2025 ToolReAGt: Tool Retrieval for LLM-based Complex Task Solution via Retrieval Augmented Generation ACL 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 Towards Audio-Visual Navigation in Noisy Environments: A Large-Scale Benchmark Dataset and an Architecture Considering Multiple Sound-Sources AAAI 2025 Towards a Unified View of Social Laws with Instantaneous Actions IJCAI 2025 Towards Autonomous Network Management: AI-Driven Framework for Intelligent Log Analysis, Troubleshooting and Documentation AAAI 2025 Towards Human-like Virtual Beings: Simulating Human Behavior in 3D Scenes ICCV 2025 Towards Immersive Human-X Interaction: A Real-Time Framework for Physically Plausible Motion Synthesis ICCV 2025 Towards Long-Horizon Vision-Language-Action System: Reasoning, Acting and Memory ICCV 2025 Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark and Method CVPR 2025 Towards Practical Classical Planning Compilations of Numeric Planning AAAI 2025 Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology ICLR 2025 TrackVLA: Embodied Visual Tracking in the Wild CoRL 2025 Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios AAAI 2025 Training Free Guided Flow-Matching with Optimal Control ICLR 2025 Transformer-based Reinforcement Learning for Net Ordering in Detailed Routing IJCAI 2025 Transformers Struggle to Learn to Search ICLR 2025 Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks ACL 2025 TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025 TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SemEval 2025 Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation EMNLP 2025