Touhou Played by a Machine Learning Bot | TensorFlow [Three]

Channel:
Heartomics
Subscribers:
142
Published on ● Video Link: https://www.youtube.com/watch?v=Xt3Xb_ugHqo


Legacy of Lunatic Kingdom
Game:
Legacy of Lunatic Kingdom (2015)
Duration: 4:06
11,280 views
179

If you play Touhou, you know the concentration and split second decision making it takes to be successful. This is an attempt to build a machine learning bot to play Touhou. Using TensorFlow, our bot digests a single screenshot image and the input data from that instant in time to learn the nuances of the game. After that, everything is up to the bot.
The bot is then given a screenshot in real time to make split second decisions to move the shrine maiden up, down, left or right in order to progress through each level.

Note:
Turns out the bot didn't particular want to sit in a corner. Key presses weren't being released.
Dataset: 256MB



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Currently, Heartomics has 28,285 views for Legacy of Lunatic Kingdom across 4 videos. His channel published less than an hour of Legacy of Lunatic Kingdom content, roughly 77.97% of the content that Heartomics has uploaded to YouTube.