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Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
Videos of deep learning optimizers moving on 3D problem-landscapes
Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed
Teaching machines to spell with deep learning (acc=>80%) e.g. a model hears "pɹˈaʊd˺ɚ" and writes "prowder" (but it should be "prouder")
A library to build 3D human characters in the browser
Attempting to detect leaks from satellite images using machine learning (achieved 60% over a baseline of 50% due to lack of data)
in the last year
in private repositories
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