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