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Beyond variance reduction: Understanding the true impact of baselines on policy optimization.

W. Chung, V. Thomas, M. Machado, and N. Roux. CoRR, (2020)

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Thomas Valentin

Thomas Valentin Kühnel

Thomas Valentin Eichhorn

Thomas Frank Valentin Mädler

Valentin Nesch

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Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization.W. Chung, V. Thomas, M. Machado, and N. Roux. ICML, volume 139 of Proceedings of Machine Learning Research, page 1999-2009. PMLR, (2021)Information matrices and generalization.V. Thomas, F. Pedregosa, B. van Merriënboer, P. Manzagol, Y. Bengio, and N. Roux. CoRR, (2019)On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation.V. Thomas. NeurIPS, (2022)The Role of Baselines in Policy Gradient Optimization.J. Mei, W. Chung, V. Thomas, B. Dai, C. Szepesvári, and D. Schuurmans. NeurIPS, (2022)Disentangling the independently controllable factors of variation by interacting with the world.V. Thomas, E. Bengio, W. Fedus, J. Pondard, P. Beaudoin, H. Larochelle, J. Pineau, D. Precup, and Y. Bengio. CoRR, (2018)Independently Controllable Features.E. Bengio, V. Thomas, J. Pineau, D. Precup, and Y. Bengio. CoRR, (2017)Independently Controllable Factors.V. Thomas, J. Pondard, E. Bengio, M. Sarfati, P. Beaudoin, M. Meurs, J. Pineau, D. Precup, and Y. Bengio. CoRR, (2017)Probabilistic Planning with Sequential Monte Carlo methods.A. Piché, V. Thomas, C. Ibrahim, Y. Bengio, and C. Pal. ICLR (Poster), OpenReview.net, (2019)On the interplay between noise and curvature and its effect on optimization and generalization.V. Thomas, F. Pedregosa, B. van Merriënboer, P. Manzagol, Y. Bengio, and N. Roux. AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3503-3513. PMLR, (2020)Beyond variance reduction: Understanding the true impact of baselines on policy optimization.W. Chung, V. Thomas, M. Machado, and N. Roux. CoRR, (2020)

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Disambiguation of "Thomas, Valentin"

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Beyond variance reduction: Understanding the true impact of baselines on policy optimization.

Please choose a person to relate this publication to

Thomas Valentin

Thomas Valentin Kühnel

Thomas Valentin Eichhorn

Thomas Frank Valentin Mädler

Valentin Nesch

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Thomas, Valentin"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Beyond variance reduction: Understanding the true impact of baselines on policy optimization.

Please choose a person to relate this publication to

Thomas Valentin

Thomas Valentin Kühnel

Thomas Valentin Eichhorn

Thomas Frank Valentin Mädler

Valentin Nesch

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
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Beyond variance reduction: Understanding the true impact of baselines on policy optimization.