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Classroom Contents
How Slot Machines Are Advancing the State of the Art in Computer Go AI
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- 1 Intro
- 2 Example game
- 3 Recent advancements in chess
- 4 Traditional search in go
- 5 History of go engines
- 6 Monte Carlo: philosophy
- 7 Flat Monte Carlo algorithm
- 8 MAB: greedy strategy
- 9 UCB: proof of logarithmic growth of cumulative regret
- 10 Monte Carlo simulation inconsistency
- 11 Monte Carlo Tree Search
- 12 Refinements: AMAF and RAVE
- 13 Current research
