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01/16/2023
The Role of Baselines in Policy Gradient Optimization
We study the effect of baselines in on-policy stochastic policy gradient...
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10/21/2022
Bridging the Gap Between Target Networks and Functional Regularization
Bootstrapping is behind much of the successes of Deep Reinforcement Lear...
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06/18/2019
Information matrices and generalization
This work revisits the use of information criteria to characterize the g...
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02/26/2018
Disentangling the independently controllable factors of variation by interacting with the world
It has been postulated that a good representation is one that disentangl...
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08/03/2017
Independently Controllable Factors
It has been postulated that a good representation is one that disentangl...
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03/22/2017