DRL Resources

In this page you will find useful links to DRL Resources:

Code

• Spinning-Up is a great resource to get started coding
• Stable Baselines 3 - well maintained, nice interface.

Learning Tools

• Weights and Biases - helps to visualization and analysis tools
• Optuna - helps to do hyperparameter optimization

Simulation

• Gym

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Courses

• Stanford's RL Introductory Course

Research focused

• BAIRs Deep RL Course - multiple semesters available.

Production focused

• Fullstack Deep Learning - designed to take DRL to production

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DL/AI Resources

• UCB CS188 Intro to AI
• Stanford's CS221 Intro to AI
• UCB CS182 DL

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Companies

• Covariant.ai
• Robust.ai