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Rubric-Based RL 十月洞察 MeRF: 训练时告诉模型评分规则会怎样? DeepSeek-R1: 只奖励结果,推理能力会自己长出来吗? RAGEN-2: 模型还在认真胡说,但已经不看题了 RAGEN: LLM Agent也能通过强化学习学会“思考”和“自我进化”吗? TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning The Landscape of Agentic Reinforcement Learning for LLMs: A Survey