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36 Results

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Spotlight
Thu 8:55 Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation
ZHIHAN LIU · Yufeng Zhang · Zuyue Fu · Zhuoran Yang · Zhaoran Wang
Poster
Thu 15:00 Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation
ZHIHAN LIU · Yufeng Zhang · Zuyue Fu · Zhuoran Yang · Zhaoran Wang
Spotlight
Thu 7:50 Continuous Control with Action Quantization from Demonstrations
Robert Dadashi · Léonard Hussenot · Damien Vincent · Sertan Girgin · Anton Raichuk · Matthieu Geist · Olivier Pietquin
Poster
Thu 15:00 Continuous Control with Action Quantization from Demonstrations
Robert Dadashi · Léonard Hussenot · Damien Vincent · Sertan Girgin · Anton Raichuk · Matthieu Geist · Olivier Pietquin
Spotlight
Tue 11:00 Stabilizing Off-Policy Deep Reinforcement Learning from Pixels
Edoardo Cetin · Philip Ball · Stephen Roberts · Oya Celiktutan
Poster
Tue 15:30 Stabilizing Off-Policy Deep Reinforcement Learning from Pixels
Edoardo Cetin · Philip Ball · Stephen Roberts · Oya Celiktutan
Spotlight
Wed 13:40 Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime
James-Michael Leahy · Bekzhan Kerimkulov · David Siska · Lukasz Szpruch
Poster
Wed 15:30 Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime
James-Michael Leahy · Bekzhan Kerimkulov · David Siska · Lukasz Szpruch
Spotlight
Thu 11:55 Constrained Variational Policy Optimization for Safe Reinforcement Learning
Zuxin Liu · Zhepeng Cen · Vladislav Isenbaev · Wei Liu · Steven Wu · Bo Li · Ding Zhao
Poster
Thu 15:00 Constrained Variational Policy Optimization for Safe Reinforcement Learning
Zuxin Liu · Zhepeng Cen · Vladislav Isenbaev · Wei Liu · Steven Wu · Bo Li · Ding Zhao
Spotlight
Thu 13:00 Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning
Adam Villaflor · Zhe Huang · Swapnil Pande · John Dolan · Jeff Schneider
Poster
Thu 15:00 Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning
Adam Villaflor · Zhe Huang · Swapnil Pande · John Dolan · Jeff Schneider