Paavo Parmas | DeepAI

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Featured Co-authors

Masashi Sugiyama
222 publications
Jan Peters
143 publications
Carl Edward Rasmussen
21 publications
Kenji Doya
13 publications

research

∙ 05/31/2021

A unified view of likelihood ratio and reparameterization gradients

Reparameterization (RP) and likelihood ratio (LR) gradient estimators ar...

0 Paavo Parmas, et al. ∙

research

∙ 10/14/2019

A unified view of likelihood ratio and reparameterization gradients and an optimal importance sampling scheme

Reparameterization (RP) and likelihood ratio (LR) gradient estimators ar...

11 Paavo Parmas, et al. ∙

research

∙ 02/05/2019

Total stochastic gradient algorithms and applications in reinforcement learning

Backpropagation and the chain rule of derivatives have been prominent; h...

0 Paavo Parmas, et al. ∙

research

∙ 02/04/2019

PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos

Previously, the exploding gradient problem has been explained to be cent...

0 Paavo Parmas, et al. ∙