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cs.LG2024
Learning Successor Features the Simple Way
Raymond Chua, Arna Ghosh, Christos Kaplanis +2
In Deep Reinforcement Learning (RL), it is a challenge to learn representations that do not exhibit catastrophic forgetting or interference in non-stationary environments. Successo…
cs.LG2023
Harnessing small projectors and multiple views for efficient vision pretraining
Kumar Krishna Agrawal, Arna Ghosh, Shagun Sodhani +2
Recent progress in self-supervised (SSL) visual representation learning has led to the development of several different proposed frameworks that rely on augmentations of images but…