Advanced AI: Deep Reinforcement Learning in PyTorch (v2)

Our verdict: worth it — as long as the Development skills on the syllabus match what you actually want to learn. The regular price for Advanced AI: Deep Reinforcement Learning in PyTorch (v2) on Udemy is $109.99. With the coupon code on this page, that falls to $10.99 — a saving of $99.00, or 90% off the standard rate Spread across 15h 30m of on-demand video, that works out to roughly $0.71 per hour of content — cheaper than a single chapter of most printed Development textbooks.

A cheap price means nothing if the material is thin — here the syllabus is organized around usable outcomes. Lazy Programmer Inc. and Lazy Programmer Team walk you through review Reinforcement Learning Basics: MDPs, Bellman Equation, Q-Learning, theory and Implementation of Deep Q-Learning / DQN, and theory and Implementation of Policy Gradient Methods and A2C (Advantage Actor-Critic) — skills meant to be used, not just watched. It has already been taken by 1,942 students and holds a 4.7-star average from verified reviews, which suggests the content holds up once learners actually apply it.

Check the prerequisites before you commit: Reinforcement Learning fundamentals: MDPs, Bellman Equation, Monte Carlo Methods, Temporal Difference Learning; Undergraduate STEM math: calculus, probability, statistics. Best suited to learners who already have footing in Development. Plan for roughly 15h 30m of on-demand video at your own pace. Lessons are delivered in English.