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I enjoyed "Grokking Deep Reinforcement Learning"[0]. It doesn't include anything about transformers though. Also, see Python's gymnasium[1] library for a lunar
by Buttons840 3y ago
I enjoyed "Grokking Deep Reinforcement Learning"[0]. It doesn't include anything about transformers though. Also, see Python's gymnasium[1] library for a lunar lander environment, it's the one I focused on most while I was learning and I've solved it a few different ways now. You can also look at my own notebook I used when implementing Soft Actor Critic with PyTorch not too long ago[2], it's not great for teaching, but maybe you can get something out of it.
[0]: https://www.manning.com/books/grokking-deep-reinforcement-learning https://www.manning.com/books/grokking-deep-reinforcement-le...
[1]: https://gymnasium.farama.org/environments/box2d/ https://gymnasium.farama.org/environments/box2d/
[2]: https://github.com/DevJac/learn-pytorch/blob/main/SAC.ipynb https://github.com/DevJac/learn-pytorch/blob/main/SAC.ipynb