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Agent

ParallelSearch：Train your LLMs to Decompose Query and Search Sub-queries in Parallel with Reinforcement Learning

TURA：Tool-Augmented Unified Retrieval Agent for AI Search

Memp：Exploring Agent Procedural Memory

agent RL相关论文

Efficient Agents：Building Effective Agents While Reducing Cost

Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning

AGENTIC REINFORCED POLICY OPTIMIZATION

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

ZEROSEARCH：Incentivize the Search Capability of LLMs without Searching

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