Policy Gradient on Text Matrixhttps://txtmix.com/tags/policy-gradient/Recent content in Policy Gradient on Text MatrixHugozh-cnSat, 23 May 2026 08:55:34 +0800Mathematical Foundations of Reinforcement Learning：强化学习的数学基石——从入门到精通的完整指南https://txtmix.com/posts/tech/mathematical-foundations-of-reinforcement-learning-book/Fri, 17 Apr 2026 16:05:00 +0800https://txtmix.com/posts/tech/mathematical-foundations-of-reinforcement-learning-book/<h1 id="mathematical-foundations-of-reinforcement-learning强化学习的数学基石">Mathematical Foundations of Reinforcement Learning：强化学习的数学基石</h1> <blockquote> <p><strong>目标读者</strong>：计算机科学/人工智能研究生、RL研究者、工程师 <strong>前置知识</strong>：概率论、线性代数基础 <strong>特色</strong>：网格世界（Grid World）贯穿全书的统一示例，数学严谨但叙述友好 <strong>难度定位</strong>：⭐⭐⭐⭐ 专家设计</p>