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Solving video games with Deep Reinforcement Learning!

Each file is a self-contained rl algorithm, tuned to solve that particular game. An algorithm might have one or many extensions. You can determine the name of the algorithm and the type of the extension from the name of the file.
The core algorithms are based on cleanrl and comes with many cleanrl goodies like: tensorboard logging, videos of gameplay capturing, experiment management with weights and biases.

List of algorithms:

List of extensions: