#86
David Silver - AlphaGo, AlphaZero, and Deep Reinforcement Learning
Fri, Apr 3, 2020 · Loading views
David Silver leads the reinforcement learning research group at DeepMind and was lead researcher on AlphaGo, AlphaZero and co-lead on AlphaStar, and MuZero and lot of important work in reinforcement learning.
Books mentioned
Timestamps
- 4:09 - First program
- 11:11 - AlphaGo
- 21:42 - Rule of the game of Go
- 25:37 - Reinforcement learning: personal journey
- 30:15 - What is reinforcement learning?
- 43:51 - AlphaGo (continued)
- 53:40 - Supervised learning and self play in AlphaGo
- 1:06:12 - Lee Sedol retirement from Go play
- 1:08:57 - Garry Kasparov
- 1:14:10 - Alpha Zero and self play
- 1:31:29 - Creativity in AlphaZero
- 1:35:21 - AlphaZero applications
- 1:37:59 - Reward functions
- 1:40:51 - Meaning of life