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Poster
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Thu 15:00
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First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach
Andrew Wagenmaker · Yifang Chen · Max Simchowitz · Simon Du · Kevin Jamieson
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Oral
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Thu 7:30
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First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach
Andrew Wagenmaker · Yifang Chen · Max Simchowitz · Simon Du · Kevin Jamieson
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Spotlight
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Thu 11:45
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Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory
Ruiqi Zhang · Xuezhou Zhang · Chengzhuo Ni · Mengdi Wang
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Poster
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Thu 15:00
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Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory
Ruiqi Zhang · Xuezhou Zhang · Chengzhuo Ni · Mengdi Wang
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Spotlight
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Tue 11:05
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Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems
Miguel Suau · Jinke He · Matthijs T. J. Spaan · Frans Oliehoek
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Poster
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Tue 15:30
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Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems
Miguel Suau · Jinke He · Matthijs T. J. Spaan · Frans Oliehoek
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Spotlight
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Wed 8:25
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LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation
David Ireland · Giovanni Montana
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Poster
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Thu 15:00
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Adversarially Trained Actor Critic for Offline Reinforcement Learning
Ching-An Cheng · Tengyang Xie · Nan Jiang · Alekh Agarwal
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Oral
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Thu 11:15
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Adversarially Trained Actor Critic for Offline Reinforcement Learning
Ching-An Cheng · Tengyang Xie · Nan Jiang · Alekh Agarwal
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Poster
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Wed 15:30
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LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation
David Ireland · Giovanni Montana
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Poster
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Wed 15:30
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Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint
Hao Liu · Minshuo Chen · Siawpeng Er · Wenjing Liao · Tong Zhang · Tuo Zhao
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Spotlight
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Wed 8:45
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Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint
Hao Liu · Minshuo Chen · Siawpeng Er · Wenjing Liao · Tong Zhang · Tuo Zhao
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