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10/11/2021
Unsupervised Neural Machine Translation with Generative Language Models Only
We show how to derive state-of-the-art unsupervised neural machine trans...
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03/08/2021
Autonomous object harvesting using synchronized optoelectronic microrobots
Optoelectronic tweezer-driven microrobots (OETdMs) are a versatile micro...
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10/30/2018
Exploration by Random Network Distillation
We introduce an exploration bonus for deep reinforcement learning method...
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10/22/2018
How to train your MAML
The field of few-shot learning has recently seen substantial advancement...
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07/26/2018
Variational Option Discovery Algorithms
We explore methods for option discovery based on variational inference a...
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06/17/2018
Learning Policy Representations in Multiagent Systems
Modeling agent behavior is central to understanding the emergence of com...
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11/12/2017
Data Augmentation Generative Adversarial Networks
Effective training of neural networks requires much data. In the low-dat...
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06/07/2016
Towards a Neural Statistician
An efficient learner is one who reuses what they already know to tackle ...
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11/18/2015