Naive Actor Critic With Experience Replay | When Great Ideas Go Horribly Wrong

It may seem like a good idea to bolt on experience replay to actor critic methods, but it turns out to not be so simple. Uniform memory sampling actually results in worse performance for actor critic agents, as we show in this pytorch tutorial.

Learn how to turn deep reinforcement learning papers into code:

Deep Q Learning:

Actor Critic Methods:

Curiosity Driven Deep Reinforcement Learning

Natural Language Processing from First Principles: Learning Fundamentals

Here are some books / courses I recommend (affiliate links):
Grokking Deep Learning in Motion:
Grokking Deep Learning:
Grokking Deep Reinforcement Learning:

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