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Lessons from Alphago
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Classroom Contents
The Role of Multi-Agent Learning in Artificial Intelligence Research at DeepMind
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- 1 Introduction
- 2 Welcome
- 3 About DeepMind
- 4 What is Intelligence
- 5 Multiagent Systems
- 6 Multiagent Aspects
- 7 Cumulative Culture
- 8 Social Dilemmas
- 9 Results
- 10 Conclusion
- 11 The Game of Go
- 12 Why is Go so difficult
- 13 Game Space Complexity
- 14 Value Network
- 15 Policy Network
- 16 Human Expert Game Records
- 17 Supervised Policy Network
- 18 Train Value Network
- 19 Supervised Learning
- 20 Value Networks
- 21 Evaluation
- 22 Random Roll
- 23 Evaluation of Go
- 24 Innovation in Go
- 25 Alphago test games
- 26 Alphago team
- 27 Lessons from Alphago
- 28 What hasnt been achieved
