Minecraft as AI Playground and Laboratory

Minecraft as AI Playground and Laboratory

ACM SIGCHI via YouTube Direct link

Summary

19 of 21

19 of 21

Summary

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Minecraft as AI Playground and Laboratory

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  1. 1 Introduction
  2. 2 My day job
  3. 3 Why Minecraft
  4. 4 Reinforcement Learning
  5. 5 Reinforcement Learning Agent
  6. 6 QQ Learning
  7. 7 Anthony Diggle
  8. 8 Fraser Ellison
  9. 9 Diego Parinibbana
  10. 10 Benchmark Tests
  11. 11 Current Solutions
  12. 12 Current Challenges
  13. 13 Benchmark Results
  14. 14 Generalization Techniques
  15. 15 Results
  16. 16 No Regularization
  17. 17 Mineral Competition
  18. 18 Mining Competition
  19. 19 Summary
  20. 20 Resources
  21. 21 Learning Problem

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