#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Marcus Hutter is a senior research scientist at DeepMind and professor at Australian National University. Throughout his career of research, including with Jürgen Schmidhuber and Shane Legg, he has proposed a lot of interesting ideas in and around the field of artificial general intelligence, including the development of the AIXI model which is a mathematical approach to AGI that incorporates ideas of Kolmogorov complexity, Solomonoff induction, and reinforcement learning. EPISODE LINKS: Hutter Prize: http://prize.hutter1.net Marcus web: http://www.hutter1.net Books mentioned: – Universal AI: https://amzn.to/2waIAuw – AI: A Modern Approach: https://amzn.to/3camxnY – Reinforcement Learning: https://amzn.to/2PoANj9 – Theory of Knowledge: https://amzn.to/3a6Vp7x This conversation https://lexfridman.com/marcus-hutter/

Creato 2y | 8 ago 2022, 00:27:52


Accedi per aggiungere un commento

Altri post in questo gruppo

#428 – Sean Carroll: General Relativity, Quantum Mechanics, Black Holes & Aliens

Sean Carroll is a theoretical physicist, author, and host of Mindscape podcast. Please support this podcast by checking out our sponsors:

22 apr 2024, 19:50:25 | LEX FRIDMAN
#427 – Neil Adams: Judo, Olympics, Winning, Losing, and the Champion Mindset

Neil Adams is a judo world champion, 2-time Olympic silver medalist, 5-time European champion, and often referred to as the Voice of Judo. Please support this podcast by checking out our sponsors:

  • Z
20 apr 2024, 22:30:11 | LEX FRIDMAN
#426 – Edward Gibson: Human Language, Psycholinguistics, Syntax, Grammar & LLMs

Edward Gibson is a psycholinguistics professor at MIT and heads the MIT Language Lab. Please support this podcast by checking out our sponsors:

17 apr 2024, 21:40:08 | LEX FRIDMAN
#425 – Andrew Callaghan: Channel 5, Gonzo, QAnon, O-Block, Politics & Alex Jones

Andrew Callaghan is the host of Channel 5 on YouTube, where he does street interviews with fascinating humans at the edges of society, the so-called vagrants, vagabonds, runaways, outlaws, from QAnon

13 apr 2024, 19:40:09 | LEX FRIDMAN
#424 – Bassem Youssef: Israel-Palestine, Gaza, Hamas, Middle East, Satire & Fame

Bassem Youssef is an Egyptian-American comedian & satirist, referred to as the Jon Stewart of the Arab World. Please support this podcast by checking out our sponsors:

5 apr 2024, 22:30:11 | LEX FRIDMAN
#423 – Tulsi Gabbard: War, Politics, and the Military Industrial Complex

Tulsi Gabbard is a politician, veteran, and author of For Love of Country. Please support this podcast by checking out our sponsors:

2 apr 2024, 19:20:24 | LEX FRIDMAN
#422 – Mark Cuban: Shark Tank, DEI & Wokeism Debate, Elon Musk, Politics & Drugs

Mark Cuban is a businessman, investor, star of TV series Shark Tank, long-time principal owner of Dallas Mavericks, and founder of Cost Plus Drugs. Please support this podcast by checking out our spon

29 mar 2024, 22:20:21 | LEX FRIDMAN