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Reinforcement Learning

From basic Q-learning to state-of-the-art deep RL algorithms, master the art of training agents through reward signals.

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Reinforcement Learning for Robotics

Learn how reinforcement learning is enabling robots to learn complex tasks through trial and error.

Michael RobertsMar 8, 202610 min

Video Courses

RL Fundamentals Course

4h 30m22 lessons

Deep RL with PyTorch

3h 15m18 lessons

RL for Game AI

2h 45m14 lessons

All Articles

Reinforcement Learning for Robotics

Michael RobertsMar 8, 202610 min

Q-Learning from First Principles

Dr. Alex KumarFeb 28, 202612 min

Policy Gradient Methods Explained

Dr. Sarah ChenFeb 22, 202614 min

Deep Q-Networks Tutorial

James WilsonFeb 16, 202611 min

Multi-Agent RL Systems

Lisa ThompsonFeb 10, 202613 min

Reward Shaping Best Practices

Dr. Emily ParkFeb 4, 20269 min