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08/26/2022
Visual processing in context of reinforcement learning
Although deep reinforcement learning (RL) has recently enjoyed many succ...
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05/07/2021
Reward prediction for representation learning and reward shaping
One of the fundamental challenges in reinforcement learning (RL) is the ...
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09/20/2020
Latent Representation Prediction Networks
Deeply-learned planning methods are often based on learning representati...
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07/03/2019
Measuring the Data Efficiency of Deep Learning Methods
In this paper, we propose a new experimental protocol and use it to benc...
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04/22/2019
Learning gradient-based ICA by neurally estimating mutual information
Several methods of estimating the mutual information of random variables...
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08/27/2018