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[P] Playing SuperMario Bros. without knowing any scores using flow-based curiosity method

Hi MachineLearning

I’ll introduce a new method to play SuperMario Bros. using RL agent and without knowing the scores from the environment (pure exploration). We employ optical flow for evaluating the novelty of states to guide the RL agent.

I hope you find it useful.

Here are some links:

– Demo video: https://www.youtube.com/watch?v=w-a6akKpWT0

– Github: https://github.com/hellochick/MarioO_O-flow-curioisty

– Arxiv: https://arxiv.org/abs/1905.10071

submitted by /u/Kanahei
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.