Search

Home > NLP Highlights > 74 - Deep Reinforcement Learning Doesn't Work Yet, with Alex Irpan
Podcast: NLP Highlights
Episode:

74 - Deep Reinforcement Learning Doesn't Work Yet, with Alex Irpan
Category: Science & Medicine
Duration: 00:40:43
Publish Date: 2018-11-16 23:56:35
Description: Blog post by Alex Irpan titled "Deep Reinforcement Learning Doesn't Work Yet" https://www.alexirpan.com/2018/02/14/rl-hard.html In this episode, Alex Irpan talks about limitations of current deep reinforcement learning methods and why we have a long way to go before they go mainstream. We discuss sample inefficiency, instability, the difficulty to design reward functions and overfitting to the environment. Alex concludes with a list of recommendations he found useful when training models with deep reinforcement learning.
Total Play: 0