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agent RL相关论文
GTPO and GRPO-S：Token and Sequence-Level Reward Shaping with Policy Entropy
GTPO：Trajectory-Based Policy Optimization in Large Language Models
Beyond Policy Optimization：A Data Curation Flywheel for Sparse-Reward Long-Horizon Planning
CAPO：Towards Enhancing LLM Reasoning through Verifiable Generative Credit Assignment
Efficient Agents：Building Effective Agents While Reducing Cost
Group-in-Group Policy Optimization for LLM Agent Training
PilotRL：Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning
Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning
Geometric-Mean Policy Optimization
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