Drills

15 drill problems covering neural networks, forward pass, backpropagation, optimizers, and training.

15 short drill problems covering supervised learning, gradient descent, evaluation, and sklearn.

15 short drill problems for Volume 1: discounted return, MDPs, value functions, Bellman equations, and dynamic programming.

15 short drill problems for Volume 2: Monte Carlo, TD(0), SARSA, Q-learning, and n-step methods.

15 short drill problems for Volume 3: linear FA, semi-gradient TD, DQN, replay buffer, target network, Double DQN, and dueling networks.