Unit 2: Machine Learning Background (optional)
Resources: Machine Learning Background (optional)
Resources (1 hr 20 mins)
- A Short Introduction to Machine Learning
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- Reinforcement Learning: Machine Learning Meets Control Theory
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- But What Is a Neural Network?
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- Intro to Large Language Models
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Optional Resources
- Gradient descent, how neural networks learn
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- Spinning up deep RL: Part 2
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- What Are Large Language Models?
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- Q-learning - Explained!
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- Overview of Adversarial Machine Learning
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- Fictitious Play and Regret Matching
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- Replicator Dynamics
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