Completed
Monte Carlo simulation inconsistency
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
How Slot Machines Are Advancing the State of the Art in Computer Go AI
Automatically move to the next video in the Classroom when playback concludes
- 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
