Reinforcement Learning Evolution: From AlphaGo to AlphaZero

Michael Littman is a computer scientist at Brown University. Please support this podcast by checking out our sponsors:
– SimpliSafe: https://simplisafe.com/lex and use code LEX to get a free security camera
– ExpressVPN: https://expressvpn.com/lexpod and use code LexPod to get 3 months free
– MasterClass: https://masterclass.com/lex to get 2 for price of 1
– BetterHelp: https://betterhelp.com/lex to get 10% off

EPISODE LINKS:
Michael’s Twitter: https://twitter.com/mlittmancs
Michael’s Website: https://www.littmania.com/
Michael’s YouTube: https://www.youtube.com/user/mlittman

PODCAST INFO:
Podcast website: https://lexfridman.com/podcast
Apple Podcasts: https://apple.co/2lwqZIr
Spotify: https://spoti.fi/2nEwCF8
RSS: https://lexfridman.com/feed/podcast/
YouTube Full Episodes: https://youtube.com/lexfridman
YouTube Clips: https://youtube.com/lexclips

SUPPORT & CONNECT:
– Check out the sponsors above, it’s the best way to support this podcast
– Support on Patreon: https://www.patreon.com/lexfridman
– Twitter: https://twitter.com/lexfridman
– Instagram: https://www.instagram.com/lexfridman
– LinkedIn: https://www.linkedin.com/in/lexfridman
– Facebook: https://www.facebook.com/LexFridmanPage
– Medium: https://medium.com/@lexfridman

OUTLINE:
Here’s the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) – Introduction
(07:43) – Robot and Frank
(10:02) – Music
(13:13) – Starring in a TurboTax commercial
(23:26) – Existential risks of AI
(41:48) – Reinforcement learning
(1:07:36) – AlphaGo and David Silver
(1:17:15) – Will neural networks achieve AGI?
(1:29:42) – Bitter Lesson
(1:42:32) – Does driving require a theory of mind?
(1:51:58) – Book Recommendations
(1:57:20) – Meaning of life