This tutorial is designed to make reinforcement learning (RL) more accessible to undergraduate students by offering clear, example-driven explanations. It focuses on bridging the gap between RL theory and practical coding applications, addressing common challenges that students face when transitioning from conceptual understanding to implementation. Through hands-on examples and approachable explanations, the tutorial aims to equip students with the foundational skills needed to confidently apply RL techniques in real-world scenarios.

翻译：本教程旨在通过提供清晰、示例驱动的解释，使本科生更容易理解强化学习（RL）。它侧重于弥合RL理论与实际编码应用之间的差距，解决学生在从概念理解过渡到实现过程中面临的常见挑战。通过动手示例和易于理解的解释，本教程旨在使学生掌握在现实场景中自信应用RL技术所需的基础技能。