AlphaGo

"I thought AlphaGo was based on probability calculation and that it was merely a machine. But when I saw this move, I changed my mind. Surely, AlphaGo is creative."
Lee Sedol
Winner of 18 world Go titles
"I can’t disguise my satisfaction that it plays with a very dynamic style, much like my own!"
Garry Kasparov
Former Chess World Champion
Research
Blog
Research
MuZero: Mastering Go, chess, shogi and Atari without rules
Research
Blog
Research
AlphaZero: Shedding new light on chess, shogi, and Go
Research
Blog
Research
AlphaGo Zero: Starting from scratch
Research
Blog
Research
AlphaGo's next move
Paper
Publication
Mastering the game of Go with Deep Neural Networks & Tree Search
Paper
Publication
Mastering the game of Go without Human Knowledge
Paper
Publication
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
Paper
Publication
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model