Playing hard exploration games by watching YouTube

Yusuf Aytar, Tobias Pfaff, David Budden, Thomas Paine, Ziyu Wang, Nando de Freitas

Neural Information Processing Systems 

Deep reinforcement learning methods traditionally struggle with tasks where environment rewards are particularly sparse.

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