TalkRL: The Reinforcement Learning Podcast

Aravind Srinivas


Listen Later

Aravind Srinivas is a 3rd year PhD student at UC Berkeley advised by Prof. Abbeel. 
He co-created and co-taught a grad course on Deep Unsupervised Learning at Berkeley. 


Featured References 

Data-Efficient Image Recognition with Contrastive Predictive Coding 
Olivier J. Hénaff, Aravind Srinivas, Jeffrey De Fauw, Ali Razavi, Carl Doersch, S. M. Ali Eslami, Aaron van den Oord 

Contrastive Unsupervised Representations for Reinforcement Learning 
Aravind Srinivas, Michael Laskin, Pieter Abbeel 

Reinforcement Learning with Augmented Data 
Michael Laskin, Kimin Lee, Adam Stooke, Lerrel Pinto, Pieter Abbeel, Aravind Srinivas 

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning 
Kimin Lee, Michael Laskin, Aravind Srinivas, Pieter Abbeel 


Additional References 

  • CS294-158-SP20 Deep Unsupervised Learning, Berkeley 
  • Phasic Policy Gradient, Karl Cobbe, Jacob Hilton, Oleg Klimov, John Schulman 
  • Bootstrap your own latent: A new approach to self-supervised Learning , Grill et al 2020 


...more
View all episodesView all episodes
Download on the App Store

TalkRL: The Reinforcement Learning PodcastBy Robin Ranjit Singh Chauhan

  • 4.9
  • 4.9
  • 4.9
  • 4.9
  • 4.9

4.9

29 ratings


More shows like TalkRL: The Reinforcement Learning Podcast

View all
Planet Money by NPR

Planet Money

30,609 Listeners

Making Sense with Sam Harris by Sam Harris

Making Sense with Sam Harris

26,380 Listeners

Conversations with Tyler by Mercatus Center at George Mason University

Conversations with Tyler

2,461 Listeners

The a16z Show by Andreessen Horowitz

The a16z Show

1,105 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

306 Listeners

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas by Sean Carroll

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

4,167 Listeners

Practical AI by Practical AI LLC

Practical AI

212 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

203 Listeners

All-In with Chamath, Jason, Sacks & Friedberg by All-In Podcast, LLC

All-In with Chamath, Jason, Sacks & Friedberg

10,254 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

101 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

551 Listeners

Hard Fork by The New York Times

Hard Fork

5,576 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

150 Listeners

Latent Space: The AI Engineer Podcast by Latent.Space

Latent Space: The AI Engineer Podcast

101 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

688 Listeners