Deep RL

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10–12 questions on DQN, policy gradient, PPO, replay, target network. Solutions included.

Go to Phase 7 Assessment: Deep RL →

You have mastered the foundations. Now, combine neural networks with RL for high-dimensional problems like Atari or robotics.

Go to Deep Reinforcement Learning (module view) →

Volumes 3–5: value function approximation, DQN family, policy gradients, actor-critic, and advanced policy optimization (chapters 21–50).

Go to Phase 7 — Deep RL →