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18 Results
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Poster
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Wed 8:45 |
f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences Siddhant Agarwal · Ishan Durugkar · Peter Stone · Amy Zhang |
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Workshop
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Policy-Gradient Training of Language Models for Ranking Ge Gao · Jonathan Chang · Claire Cardie · Kianté Brantley · Thorsten Joachims |
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Workshop
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Policy-Gradient Training of Language Models for Ranking Ge Gao · Jonathan Chang · Claire Cardie · Kianté Brantley · Thorsten Joachims |
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Poster
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Thu 8:45 |
Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies Hanna Ziesche · Leonel Rozo |
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Poster
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Wed 15:00 |
Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms Shenao Zhang · Boyi Liu · Zhaoran Wang · Tuo Zhao |
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Poster
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Tue 8:45 |
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates Guangchen Lan · Han Wang · James Anderson · Christopher Brinton · Vaneet Aggarwal |
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Poster
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Thu 8:45 |
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method Constantine Caramanis · Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos |
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Oral
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Tue 8:00 |
Ordering-based Conditions for Global Convergence of Policy Gradient Methods Jincheng Mei · Bo Dai · Alekh Agarwal · Mohammad Ghavamzadeh · Csaba Szepesvari · Dale Schuurmans |
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Poster
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Thu 8:45 |
FlowPG: Action-constrained Policy Gradient with Normalizing Flows Janaka Brahmanage · Jiajing LING · Akshat Kumar |
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Poster
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Tue 8:45 |
Ordering-based Conditions for Global Convergence of Policy Gradient Methods Jincheng Mei · Bo Dai · Alekh Agarwal · Mohammad Ghavamzadeh · Csaba Szepesvari · Dale Schuurmans |
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Workshop
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Solving Noisy Inverse Problems via Posterior Sampling: A Policy Gradient View-Point Haoyue Tang · Tian Xie · Aosong Feng · Hanyu Wang · Chenyang Zhang · Yang Bai |
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Oral
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Thu 8:30 |
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method Constantine Caramanis · Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos |