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Workshop
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SoftTreeMax: Policy Gradient with Tree Search
Gal Dalal · Assaf Hallak · Shie Mannor · Gal Chechik
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Workshop
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On All-Action Policy Gradients
Michal Nauman · Marek Cygan
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Poster
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Tue 14:00
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Truly Deterministic Policy Optimization
Ehsan Saleh · Saba Ghaffari · Tim Bretl · Matthew West
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Poster
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Wed 14:00
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Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient
Yewen Li · Chaojie Wang · Zhibin Duan · Dongsheng Wang · Bo Chen · Bo An · Mingyuan Zhou
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Poster
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Wed 14:00
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The Role of Baselines in Policy Gradient Optimization
Jincheng Mei · Wesley Chung · Valentin Thomas · Bo Dai · Csaba Szepesvari · Dale Schuurmans
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Workshop
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Policy gradient finds global optimum of nearly linear-quadratic control systems
Yinbin Han · Meisam Razaviyayn · Renyuan Xu
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Workshop
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Training graph neural networks with policy gradients to perform tree search
Matthew Macfarlane · Diederik Roijers · Herke van Hoof
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Poster
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Wed 9:00
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Policy Gradient With Serial Markov Chain Reasoning
Edoardo Cetin · Oya Celiktutan
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Poster
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Wed 14:00
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DNA: Proximal Policy Optimization with a Dual Network Architecture
Matthew Aitchison · Penny Sweetser
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Poster
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Thu 14:00
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Batch size-invariance for policy optimization
Jacob Hilton · Karl Cobbe · John Schulman
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Poster
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Thu 9:00
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Global Convergence of Direct Policy Search for State-Feedback H∞ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential
Xingang Guo · Bin Hu
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Poster
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Tue 9:00
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On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
Runyu Zhang · Jincheng Mei · Bo Dai · Dale Schuurmans · Na Li
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