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Online exploration of memory reduction strategies of a DRL agent trained to solve a navigation task on ViZDoom

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MemoryReduction

Online exploration of memory reduction strategies of a DRL agent trained to solve a navigation task on ViZDoom.

This tool is accessible using the following link: https://theo-jaunet.github.io/MemoryReduction/. (designed to work on desktop with google chrome)

To be successful, the player must explore its environment and collect 4 items in the following order:

Green Armor -> Red Armor -> Health pack -> Soul-sphere.

For more information on this task and model, please check Edward Beeching's github repo.