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Contrastive Difference Predictive Coding

Published in arXiv (Cornell University) • Oct 31, 2023
NobleIDNI5P19W75R66S45
Authors:
Chongyi Zheng
,
Ruslan Salakhutdinov
,
Benjamin Eysenbach

Abstract

Predicting and reasoning about the future lie at the heart of many time-series questions. For example, goal-conditioned reinforcement learning can be viewed as learning representations to predict which states are likely to be visited in the future. While prior methods have used contrastive predictiv...

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