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Classroom Contents
On the Road to Artificial General Intelligence
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- 1 Intro
- 2 About Unity Technologies
- 3 What is Artificial Intelligence?
- 4 Intelligence in Biological Systems
- 5 ML Training Environments
- 6 Nature's Learning Method: Reinforcement
- 7 Chicken Crossing the Road: Tabula Rasa
- 8 2 Agents 1 Brain - Cooperative Rewards
- 9 Curriculum Learning: Progress
- 10 Enabling Long Short-Term Memory (LSTM)
- 11 Extrinsic and intrinsic Rewards
- 12 Limits to Standard Reinforcement Learning
- 13 The Quest for Surprisal: Curiosity (in Math)
- 14 The Good Puppy, Bad Puppy Method
- 15 ML-Agents Training Environments
- 16 The Road to Artificial General Intelligence
