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Poster
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Wed 18:30
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AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies
Tsz Him Cheung · Dit-Yan Yeung
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Poster
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Wed 10:30
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The Boltzmann Policy Distribution: Accounting for Systematic Suboptimality in Human Models
Cassidy Laidlaw · Anca Dragan
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Poster
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Mon 2:30
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Constrained Policy Optimization via Bayesian World Models
Yarden As · Ilnura Usmanova · Sebastian Curi · Andreas Krause
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Workshop
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Learning Stabilizing Policies in Stochastic Control Systems
Đorđe Žikelić · Mathias Lechner · Thomas Henzinger · Krishnendu Chatterjee
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Spotlight
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Mon 2:30
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Constrained Policy Optimization via Bayesian World Models
Yarden As · Ilnura Usmanova · Sebastian Curi · Andreas Krause
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Spotlight
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Thu 2:30
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Policy improvement by planning with Gumbel
Ivo Danihelka · Arthur Guez · Julian Schrittwieser · David Silver
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Poster
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Thu 2:30
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Policy improvement by planning with Gumbel
Ivo Danihelka · Arthur Guez · Julian Schrittwieser · David Silver
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Workshop
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Imitation Learning for Generalizable Self-driving Policy with Sim-to-real Transfer
Zoltán Lőrincz · Márton Szemenyei · Robert Moni
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Workshop
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Dual Conservative Policy Update for Efficient Model-Based Reinforcement Learning
Shenao Zhang
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Poster
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Wed 18:30
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Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization
Quanyi Li · Zhenghao Peng · Bolei Zhou
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Poster
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Mon 10:30
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Actor-critic is implicitly biased towards high entropy optimal policies
Yuzheng Hu · Ziwei Ji · Matus Telgarsky
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Poster
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Tue 10:30
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PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method
Ziwei Guan · Tengyu Xu · Yingbin Liang
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