Learning to play games using just the visual input.
Implemented it from understanding of research paper and network is in my own library. https://github.com/ShivamShrirao/dnn_from_scratch .
Using OpenAI gym as game environment.
| Breakout | Pong |
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The agent has learned the mechanics of the game, formed a few strategies and is able to consistently score good points.
Got inspiration from watching this video https://youtu.be/rFwQDDbYTm4 and read the paper (https://arxiv.org/pdf/1312.5602.pdf).