Planning - 分类 - vllbc02's blogs

Planning

2025

分层规划相关论文 08-12

Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution 08-12

Empowering Large Language Model Agents through Action Learning 08-12

PilotRL：Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning 08-07

Group-in-Group Policy Optimization for LLM Agent Training 08-07

Beyond Policy Optimization：A Data Curation Flywheel for Sparse-Reward Long-Horizon Planning 08-07

Thinking vs. Doing：Agents that Reason by Scaling Test-Time Interaction 08-02

RLVMR：Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents 08-02

Routine：A Structural Planning Framework for LLM Agent System in Enterprise 07-25

LAN-AND-ACT：Improving Planning of Agents for Long-Horizon Tasks 07-07

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