Enhanced POET - Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges

Enhanced POET - Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges

Linux Foundation via YouTube Direct link

Open Source @ Uber

3 of 13

3 of 13

Open Source @ Uber

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Enhanced POET - Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges

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  1. 1 Intro
  2. 2 Machine Learning @ Uber
  3. 3 Open Source @ Uber
  4. 4 Example: Image Classification
  5. 5 Example: Playing Atari Games
  6. 6 PicBreeder (2008-)
  7. 7 OPEN-ENDEDNESS
  8. 8 Reinforcement Learning (RL)
  9. 9 Why We Study Open-Ended RL
  10. 10 Paired Open-Ended Trailblazer (POET)
  11. 11 Obstacle Courses
  12. 12 Goal Switching: Look for Stepping Stones
  13. 13 An Example of Goal Switching

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