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Curt-Park / rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
MIT License
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Running on Atari Games #36

Closed FarhaParveen919 closed 4 years ago

FarhaParveen919 commented 4 years ago

Dear Jinwoo,

Thank you very much for putting up this code. Running it on Jupyter notebook has been very useful and informative.

I am trying to run the code (rainbow.ipynb) now on Atari games such as SpaceInvaders-v0.

I tried the following :

num_frames = 10000 memory_size = 1000000 batch_size = 32 target_update = 8000

train

agent = DQNAgent(env, memory_size, batch_size, target_update) agent.train(num_frames)

However, I am receiving a matrix mismatch error (attached). I realize that porting the code to Atari is not straight forward, and might need the techniques used in https://github.com/medipixel/rl_algorithms.

Before going through the above github in more detail, I was wondering whether you had an example of running any Atari game with the existing .ipynb notebook.

atarierror

Regards, Farha

Curt-Park commented 4 years ago

This repository doesn't consider to cover a wide range of RL environments so as to focus on delivering the basics of RL techniques as a beginner's tutorial. Unfortunately, I don't have any ipynb example for it, so you may need to employ things not introduced in this repository to run Atari environments. I feel sorry to say that.