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07/18/2023
Scaling Laws for Imitation Learning in NetHack
Imitation Learning (IL) is one of the most widely used methods in machin...
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01/04/2022
Multi-Stage Episodic Control for Strategic Exploration in Text Games
Text adventure games present unique challenges to reinforcement learning...
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10/12/2020
Gradient-based Analysis of NLP Models is Manipulable
Gradient-based analysis methods, such as saliency map visualizations and...
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09/13/2020
Differentially Private Language Models Benefit from Public Pre-training
Language modeling is a keystone task in natural language processing. Whe...
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07/03/2020
Generative Modeling for Atmospheric Convection
To improve climate modeling, we need a better understanding of multi-sca...
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09/19/2019