MIT: Deep Reinforcement Learning

MIT: Deep Reinforcement Learning

https://www.youtube.com/@AAmini/videos via YouTube Direct link

Intro

1 of 13

1 of 13

Intro

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

MIT: Deep Reinforcement Learning

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro
  2. 2 Classes of Learning Problems
  3. 3 Reinforcement Learning (RL): Key Concepts
  4. 4 Defining the Q-function
  5. 5 How to take actions given a Q-function?
  6. 6 Deep Reinforcement Learning Algorithms
  7. 7 Digging deeper into the Q-function
  8. 8 Downsides of Q-learning
  9. 9 Policy Gradient (PG): Key Idea
  10. 10 Policy Gradient (PG): Training
  11. 11 The Game of Go
  12. 12 AlphaGo Beats Top Human Player at Go (2016)
  13. 13 AlphaZero: RL from Self-Play (2018)

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.