Planning

Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation EMNLP 2024 Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract) AAAI 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 SWAG: Storytelling With Action Guidance EMNLP 2024 Symbolic Numeric Planning with Patterns AAAI 2024 Symbolic Reasoning Methods for AI Planning AAAI 2024 Taking Action Towards Graceful Interaction: The Effects of Performing Actions on Modelling Policies for Instruction Clarification Requests EACL 2024 TaskLAMA: Probing the Complex Task Understanding of Language Models AAAI 2024 Task Planning for Object Rearrangement in Multi-Room Environments AAAI 2024 Task Planning for Visual Room Rearrangement under Partial Observability ICLR 2024 Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint) AAAI 2024 T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ACL 2024 TextLap: Customizing Language Models for Text-to-Layout Planning EMNLP 2024 The Logic of Doxastic Strategies AAAI 2024 The motion planning neural circuit in goal-directed navigation as Lie group operator search NeurIPS 2024 Theoretical Study on Multi-objective Heuristic Search IJCAI 2024 The Trembling-Hand Problem for LTLf Planning IJCAI 2024 The Update-Equivalence Framework for Decision-Time Planning ICLR 2024 The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models ICLR 2024 Thought of Search: Planning with Language Models Through The Lens of Efficiency NeurIPS 2024 THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS ICLR 2024 Thoughts to Target: Enhance Planning for Target-driven Conversation EMNLP 2024 TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL 2024 TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NeurIPS 2024 Timing as an Action: Learning When to Observe and Act AISTATS 2024