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deeprl-rainbow

2020-02-13 | |  43 |   0 |   0

This is an attempt at faithfully recreating the set of DQN variants discussed in the paper "Rainbow: Combining Improvements in Deep Reinforcement Learning". I made this as part of my work getting up to speed in Deep RL under a grant from the Machine Intelligence Research Institute.

If all prerequisites are installed, can be run in the default configuration on Pong by typing "python rainbow.py".

Here's a graph of performance on Pong with all variants enabled:

图片.png

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