TalkRL: The Reinforcement Learning Podcast

Jacob Beck and Risto Vuorio


Listen Later

Jacob Beck and Risto Vuorio on their recent Survey of Meta-Reinforcement Learning.  Jacob and Risto are Ph.D. students at Whiteson Research Lab at University of Oxford.   


Featured Reference   


A Survey of Meta-Reinforcement Learning
Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa Zintgraf, Chelsea Finn, Shimon Whiteson   


Additional References  

  • VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning, Luisa Zintgraf et al  
  • Mastering Diverse Domains through World Models (Dreamerv3), Hafner et al    
  • Unsupervised Meta-Learning for Reinforcement Learning (MAML), Gupta et al  
  • Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices (DREAM), Liu et al  
  • RL2: Fast Reinforcement Learning via Slow Reinforcement Learning, Duan et al  
  • Learning to reinforcement learn, Wang et al  
...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

30,713 Listeners

Making Sense with Sam Harris by Sam Harris

Making Sense with Sam Harris

26,384 Listeners

Conversations with Tyler by Mercatus Center at George Mason University

Conversations with Tyler

2,469 Listeners

The a16z Show by Andreessen Horowitz

The a16z Show

1,094 Listeners

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

Super Data Science: ML & AI Podcast with Jon Krohn

299 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

4,176 Listeners

Practical AI by Practical AI LLC

Practical AI

209 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

200 Listeners

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

All-In with Chamath, Jason, Sacks & Friedberg

10,230 Listeners

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

Machine Learning Street Talk (MLST)

99 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

548 Listeners

Hard Fork by The New York Times

Hard Fork

5,547 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

139 Listeners

Latent Space: The AI Engineer Podcast by Latent.Space

Latent Space: The AI Engineer Podcast

97 Listeners

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

The AI Daily Brief: Artificial Intelligence News and Analysis

657 Listeners