Lecture 10: Classic Games
State of the Art
AI in Games: State of the Art
Program Level of Play Program to Achieve Level
Checkers Perfect Chinook
Chess Superhuman Deep Blue
Othello Superhuman Logistello
Backgammon Superhuman TD-Gammon
Scrabble Superhuman Maven
Go Grandmaster MoGo
1
, Crazy Stone
2
, Zen
3
Poker
4
Superhuman Polaris
1
9 × 9
2
9 × 9 and 19 × 19
3
19 × 19
4
Heads-up Limit Texas Hold’em
Lecture 10: Classic Games
State of the Art
RL in Games: State of the Art
Program Level of Play RL Program to Achieve Level
Checkers Perfect Chinook
Chess International Master KnightCap / Meep
Othello Superhuman Logistello
Backgammon Superhuman TD-Gammon
Scrabble Superhuman Maven
Go Grandmaster MoGo
1
, Crazy Stone
2
, Zen
3
Poker
4
Superhuman SmooCT
1
9 × 9
2
9 × 9 and 19 × 19
3
19 × 19
4
Heads-up Limit Texas Hold’em
