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Visualizing and Understanding Atari Agents.

international conference on machine learning, (2018)

Cited: 162|Views55
EI

Abstract

Deep reinforcement learning (deep RL) agents have achieved remarkable success in a broad range of game-playing and continuous control tasks. While these agents are effective at maximizing rewards, it is often unclear what strategies they use to do so. In this paper, we take a step toward explaining deep RL agents through a case study in t...More

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Author
Samuel Greydanus
Samuel Greydanus
Anurag Koul
Anurag Koul
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