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deepchem / deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
https://deepchem.io/
MIT License
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Meta Learning Shared Hierarchies #905

Open rbharath opened 6 years ago

rbharath commented 6 years ago

New paper from Open AI that uses meta-learning to do hierarchical reinforcement learning. This could be very useful for complicated biological/chemical problems where action spaces are large. Plus, this is a nice go-between building on dc.rl and dc.metalearning. Would be awesome to get an implementation in DeepChem.

https://blog.openai.com/learning-a-hierarchy/

H/T @cxhernandez

rbharath commented 6 years ago

This would be a great intermediate level project for those with prior deep learning experience. Contributions welcome!