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Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

Reinforcement learning (RL) has emerged as a critical technique for enhancing LLM-based deep search agents.

arXiv cs.CL · · Paper: ~15 min
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Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

TLDR

Reinforcement learning (RL) has emerged as a critical technique for enhancing LLM-based deep search agents.

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