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Workshop
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Fri 14:10
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Improving Exploration in Policy Gradient Search: Application to Symbolic Optimization
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Poster
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Tue 17:00
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DOP: Off-Policy Multi-Agent Decomposed Policy Gradients
Yihan Wang · Beining Han · Tonghan Wang · Heng Dong · Chongjie Zhang
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Poster
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Tue 9:00
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Vulnerability-Aware Poisoning Mechanism for Online RL with Unknown Dynamics
Yanchao Sun · Da Huo · Furong Huang
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Poster
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Tue 9:00
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Learning Value Functions in Deep Policy Gradients using Residual Variance
Yannis Flet-Berliac · reda ouhamma · odalric-ambrym maillard · philippe preux
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Poster
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Tue 9:00
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Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime
Andrea Agazzi · Jianfeng Lu
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Poster
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Wed 9:00
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Differentiable Trust Region Layers for Deep Reinforcement Learning
Fabian Otto · Philipp Becker · Vien A Ngo · Hanna Ziesche · Gerhard Neumann
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Poster
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Wed 9:00
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Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients
Brenden Petersen · Mikel Landajuela Larma · Terrell N Mundhenk · Claudio Santiago · Soo Kim · Joanne Kim
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Oral
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Tue 19:00
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Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients
Brenden Petersen · Mikel Landajuela Larma · Terrell N Mundhenk · Claudio Santiago · Soo Kim · Joanne Kim
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