Planning

Superfast Configuration-Space Convex Set Computation on GPUs for Online Motion Planning RSS 2025 SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement ICLR 2025 SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning NAACL 2025 <SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025 SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement ACL 2025 System 1.x: Learning to Balance Fast and Slow Planning with Language Models ICLR 2025 TAB-Fields: A Maximum Entropy Framework for Mission-Aware Adversarial Planning L4DC 2025 Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025 TANGO: Training-free Embodied AI Agents for Open-world Tasks CVPR 2025 TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025 Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025 Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks EMNLP 2025 TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025 Temporal Difference Flows ICML 2025 Temporal Numeric Planning with Patterns AAAI 2025 Temporal Specification Optimisation for the Event Calculus AAAI 2025 Temporal Task and Motion Planning with Metric Time for Multiple Object Navigation AAAI 2025 Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025 Theorem Prover as a Judge for Synthetic Data Generation ACL 2025 Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem IJCAI 2025 The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025 The Power of Simplicity in LLM-Based Event Forecasting ACL 2025 ThinkBot: Embodied Instruction Following with Thought Chain Reasoning ICLR 2025 Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models ICLR 2025 Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025