Hello.

Yes, I can recommend you the book “Reinforcement Learning: An Introduction“ by Richard S. Sutton. By it can be very mathematical sometimes.

Or if you prefer learning with videos David Silver’s Deep Reinforcement Learning playlist on youtube.