Planning

ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search ICLR 2024 Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model NAACL 2024 ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024 To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024 Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024 Towards Effective Planning Strategies for Dynamic Opinion Networks NeurIPS 2024 Towards Epistemic-Doxastic Planning with Observation and Revision AAAI 2024 Towards Robust Multi-Modal Reasoning via Model Selection ICLR 2024 Towards Tight Convex Relaxations for Contact-Rich Manipulation RSS 2024 TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems EMNLP 2024 Training-Free Quantum Architecture Search AAAI 2024 Transition Constrained Bayesian Optimization via Markov Decision Processes NeurIPS 2024 TravelPlanner: A Benchmark for Real-World Planning with Language Agents ICML 2024 Tree of Problems: Improving structured problem solving with compositionality EMNLP 2024 Tree-Planner: Efficient Close-loop Task Planning with Large Language Models ICLR 2024 Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization AAAI 2024 Trust the PRoC3S: Solving Long-Horizon Robotics Problems with LLMs and Constraint Satisfaction CoRL 2024 Uncertainty-Aware Decision Transformer for Stochastic Driving Environments CoRL 2024 Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NeurIPS 2024 Unified Human-Scene Interaction via Prompted Chain-of-Contacts ICLR 2024 Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP 2024 UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models EMNLP 2024 Using Left and Right Brains Together: Towards Vision and Language Planning ICML 2024 Video Language Planning ICLR 2024 VISREAS: Complex Visual Reasoning with Unanswerable Questions ACL 2024