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multi-step planning
multi-step planning
13 papers
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Co-occurring keywords
large language model
(13587)
agent system
(324)
physical reasoning
(33)
benchmark evaluation
(1556)
reinforcement learning
(4352)
dyna architecture
(1)
lambda model
(1)
software engineering
(66)
reaction prediction
(10)
monte carlo tree search
(271)
Papers
Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration
AAAI 2026
PhyPlan: Learning to Plan Tasks with Generalizable and Rapid Physical Reasoning for Embodied Manipulation
AAAI 2026
Planning Agents on an Ego-Trip: Leveraging Hybrid Ego-Graph Ensembles for Improved Tool Retrieval in Enterprise Task Planning
AACL 2025
UINavBench: A Framework for Comprehensive Evaluation of Interactive Digital Agents
ICCV 2025
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
ACL 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
ACL 2025
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
ACL 2024
StructDiffusion: Language-Guided Creation of Physically-Valid Structures using Unseen Objects
RSS 2023
Retrosynthetic Planning with Dual Value Networks
ICML 2023
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning
ICML 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
NIPS 2009
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