multi-step planning

Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration AAAI 2026 GeoWorld: Geometric World Models CVPR 2026 PhyPlan: Learning to Plan Tasks with Generalizable and Rapid Physical Reasoning for Embodied Manipulation AAAI 2026 LLM-Augmented Chemical Synthesis and Design Decision Programs ICML 2025 LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models ACL 2025 Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming ICLR 2025 ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models ACL 2025 UINavBench: A Framework for Comprehensive Evaluation of Interactive Digital Agents ICCV 2025 I-PHYRE: Interactive Physical Reasoning ICLR 2024 Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024 Retrosynthetic Planning with Dual Value Networks ICML 2023 StructDiffusion: Language-Guided Creation of Physically-Valid Structures using Unseen Objects RSS 2023 Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022 Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning ICLR 2022 NeRP: Neural Rearrangement Planning for Unknown Objects RSS 2021 Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions EMNLP 2020 Multi-Step Dyna Planning for Policy Evaluation and Control NeurIPS 2009