Skip to content
Télécharger
#86 – David Silver: AlphaGo, AlphaZero, and Deep Reinforcement Learning

#86 – David Silver: AlphaGo, AlphaZero, and Deep Reinforcement Learning

Lex Fridman Podcast
3 avr. 2020 1h 48m
Ouvrir dans Clue

À propos de cet épisode

<p>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.</p> <p>Support this podcast by signing up with these sponsors:<br /> &#8211; MasterClass: <a href="https://masterclass.com/lex">https://masterclass.com/lex</a><br /> &#8211; Cash App &#8211; use code &#8220;LexPodcast&#8221; and download:<br /> &#8211; Cash App (App Store): <a href="https://apple.co/2sPrUHe">https://apple.co/2sPrUHe</a><br /> &#8211; Cash App (Google Play): <a href="https://bit.ly/2MlvP5w">https://bit.ly/2MlvP5w</a></p> <p>EPISODE LINKS:<br /> Reinforcement learning (book): https://amzn.to/2Jwp5zG</p> <p><span style="font-weight: 400;">This conversation is part of the Artificial Intelligence podcast.</span>&#160;If you would like to get more information about this podcast go to <a href="https://lexfridman.com/ai">https://lexfridman.com/ai</a> or connect with @lexfridman on <a href="https://twitter.com/lexfridman">Twitter</a>, <a href="https://www.linkedin.com/in/lexfridman/">LinkedIn</a>, <a href="https://www.facebook.com/lexfridman">Facebook</a>, <a href="https://medium.com/@lexfridman">Medium</a>, or <a href="https://www.youtube.com/lexfridman">YouTube</a> where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on <a href="https://podcasts.apple.com/us/podcast/artificial-intelligence/id1434243584">Apple Podcasts</a>, follow on <a href="https://open.spotify.com/show/2MAi0BvDc6GTFvKFPXnkCL">Spotify</a>, or support it on <a href="https://www.patreon.com/lexfridman">Patreon</a>.</p> <p>Here&#8217;s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.</p> <p>OUTLINE:<br /> 00:00 &#8211; Introduction<br /> 04:09 &#8211; First program<br /> 11:11 &#8211; AlphaGo<br /> 21:42 &#8211; Rule of the game of Go<br /> 25:37 &#8211; Reinforcement learning: personal journey<br /> 30:15 &#8211; What is reinforcement learning?<br /> 43:51 &#8211; AlphaGo (continued)<br /> 53:40 &#8211; Supervised learning and self play in AlphaGo<br /> 1:06:12 &#8211; Lee Sedol retirement from Go play<br /> 1:08:57 &#8211; Garry Kasparov<br /> 1:14:10 &#8211; Alpha Zero and self play<br /> 1:31:29 &#8211; Creativity in AlphaZero<br /> 1:35:21 &#8211; AlphaZero applications<br /> 1:37:59 &#8211; Reward functions<br /> 1:40:51 &#8211; Meaning of life</p>

Écoute cet épisode en anglais pour apprendre l'anglais

Les épisodes de podcast sont l'un des moyens les plus denses d'absorber l'anglais au rythme natif. #86 &#8211; David Silver: AlphaGo, AlphaZero, and Deep Reinforcement Learning de Lex Fridman Podcast t'offre des dialogues naturels, une parole non scriptée et du vocabulaire qui apparaît vraiment dans les conversations réelles.

Dans Clue, chaque mot de la transcription est touchable. Touche un mot inconnu, vois la traduction dans ta langue instantanément, et continue d'écouter sans casser le rythme.

Épisodes pour apprendre l'anglais

Plus de podcasts en anglais