74 - Deep Reinforcement Learning Doesn't Work Yet, with Alex Irpan

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.