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Group Sequence Policy Optimization

Towards Effective Code-Integrated Reasoning

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

Search and Refine During Think：Autonomous Retrieval - Augmented Reasoning of LLMs

Peri-LN：Revisiting Normalization Layer in the Transformer Architecture

ZEROSEARCH：Incentivize the Search Capability of LLMs without Searching

BRiTE：Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning

PROCESS REINFORCEMENT THROUGH IMPLICIT REWARDS

Search-R1：Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

WebThinker：Empowering Large Reasoning Models with Deep Research Capability