1 hr 7 min

Jacob Beck and Risto Vuorio TalkRL: The Reinforcement Learning Podcast

    • Technology

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 LearningJacob 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  

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 LearningJacob 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  

1 hr 7 min

Top Podcasts In Technology

Acquired
Ben Gilbert and David Rosenthal
Lex Fridman Podcast
Lex Fridman
All-In with Chamath, Jason, Sacks & Friedberg
All-In Podcast, LLC
Hard Fork
The New York Times
Darknet Diaries
Jack Rhysider
TED Radio Hour
NPR