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

theo-jaunet.github.io/memoryreduction/.
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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/.

The task consist of gathering 4 different items in the predefined order.

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

For more information on this task please check this github repo.

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

theo-jaunet.github.io/MemoryReduction/.

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visualization machine-learning deep-reinforcement-learning recurrent-neural-networks artificial-intelligence gru vizdoom interpretability explainable-ai

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