RL

RL courses and books Reinforcement Learning: An Introduction (Sutton, Barto) Nearly everybody in RL recommends it. Looks like a book with a well-balanced depth and readability. Has exercises. Book link Github with solutions Bertsekas course and books Books may not be in free access. Some of them are dedicated to optimal control and dynamic programming, which are, strictly speaking, not RL, but close enough. Course link Yandex practical RL Yandex Data Analysis School course, with lectures and assignments on GitHub. Decent theoretical explanation with the assignments focused on practical needs. Course GitHub link ...

April 26, 2025