Reinforcement learning course releases complete lectures and code

Releasing complete, high-quality university-level course materials with executable code solutions and video lectures significantly lowers the barrier to mastering reinforcement learning outside traditional academic institutions. The curriculum covers a comprehensive spectrum of RL topics, spanning from tabular MDPs to modern policy gradient algorithms, with interactive tutorial tasks and full solutions to bridge theory and implementation. Paired with video lectures, the materials create a complete self-contained learning ecosystem for students and instructors.