ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Paper
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2504.11536
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Published
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60
Agent-RL
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ToolRL: Reward is All Tool Learning Needs
Paper • 2504.13958 • Published • 44 -
OTC: Optimal Tool Calls via Reinforcement Learning
Paper • 2504.14870 • Published • 33 -
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
Paper • 2504.21776 • Published • 52 -
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
Paper • 2505.04588 • Published • 63 -
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning
Paper • 2505.08617 • Published • 38