2.1k citations · 3.2k across the 19 of their papers we have counts for
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cs.LG2018
Learning Montezuma's Revenge from a Single Demonstration
Tim Salimans, Richard Chen
We propose a new method for learning from a single demonstration to solve hard exploration tasks like the Atari game Montezuma's Revenge. Instead of imitating human demonstrations,…
cs.LG2018
Improving GANs Using Optimal Transport
Tim Salimans, Han Zhang, Alec Radford +1
We present Optimal Transport GAN (OT-GAN), a variant of generative adversarial nets minimizing a new metric measuring the distance between the generator distribution and the data d…