1.5k citations · 3.2k across the 15 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
stat.ML2020★ 3 cited
Low Distortion Block-Resampling with Spatially Stochastic Networks
Sarah Jane Hong, Martin Arjovsky, Darryl Barnhart +1
We formalize and attack the problem of generating new images from old ones that are as diverse as possible, only allowing them to change without restrictions in certain parts of th…
cs.LG2020★ 79 cited
Never Give Up: Learning Directed Exploration Strategies
Adrià Puigdomènech Badia, Pablo Sprechmann, Alex Vitvitskyi +8
We propose a reinforcement learning agent to solve hard exploration games by learning a range of directed exploratory policies. We construct an episodic memory-based intrinsic rewa…