Millie
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Towards Data Science 07/30/2019 04:27
Over the last few years, most of my spare time has been spent , learning, and machine learning, specifically reinforcement learning and digital actors. Recently I decided to participate in the . To my surprise, my early efforts briefly topped the table, and I placed 2nd in the first round as my agent mastered the first 10 levels (floors 0 through 9) of the tower. Whilst my agent spent most of the competition in 2nd place, it never fully mastered floor 10 and eventually placed 4th. Round One:. My first step was to reproduce the findings of the paper, ‘,’ which I did using the Rainbow example code. Obstacle Tower Challenge authors found that PPO did not generalize well. I decided to switch to the PPO algorithm. Although the PPO algorithm did n.

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