近年来, 大语言模型 (LLM) 在数学、编程等 "有标准答案" 的任务上取得了突破性进展, 这背后离不开 "可验证奖励" (Reinforcement Learning with Verifiable Rewards, RLVR) 技术的加持。RLVR 依赖于参考信号, 即通过客观标准答案来验证模型响应的可靠性。这种方法在具有明确定义解决方案的任务中特别有效, ...

UBTECH Walker S2TMTPOST — Humanoid robots are poised to transform industries by first tackling repetitive and complex tasks ...