Planning

Planning Like Human: A Dual-process Framework for Dialogue Planning ACL 2024 Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NeurIPS 2024 PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers NAACL 2024 Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks ICLR 2024 PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning ICLR 2024 Policy Gradient Methods in the Presence of Symmetries and State Abstractions JMLR 2024 Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks ICML 2024 Power Mean Estimation in Stochastic Monte-Carlo Tree Search UAI 2024 POWL: Partially Ordered Workflow Language (Extended Abstract) IJCAI 2024 Predicting Future Actions of Reinforcement Learning Agents NeurIPS 2024 Probabilistic ODE solvers for integration error-aware numerical optimal control L4DC 2024 Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games ACL 2024 PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024 Programmable Motion Generation for Open-Set Motion Control Tasks CVPR 2024 Program Synthesis with Best-First Bottom-Up Search (Abstract Reprint) AAAI 2024 Projecting Molecules into Synthesizable Chemical Spaces ICML 2024 ProMISe: A Proactive Multi-turn Dialogue Dataset for Information-seeking Intent Resolution EACL 2024 PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024 Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking EMNLP 2024 ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context EMNLP 2024 Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning ICML 2024 Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation ICML 2024 Proving Olympiad Algebraic Inequalities without Human Demonstrations NeurIPS 2024 Proving Theorems Recursively NeurIPS 2024 PRP Rebooted: Advancing the State of the Art in FOND Planning AAAI 2024