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Poster
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Mon 21:00
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Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs
Jianzhun Du · Joseph Futoma · Finale Doshi-Velez
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Poster
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Tue 9:00
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Stateful Posted Pricing with Vanishing Regret via Dynamic Deterministic Markov Decision Processes
Yuval Emek · Ron Lavi · Rad Niazadeh · Yangguang Shi
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Spotlight
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Tue 7:30
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Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes
Yi Tian · Jian Qian · Suvrit Sra
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Poster
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Tue 9:00
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Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes
Yi Tian · Jian Qian · Suvrit Sra
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Poster
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Tue 9:00
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Planning in Markov Decision Processes with Gap-Dependent Sample Complexity
Anders Jonsson · Emilie Kaufmann · Pierre Menard · Omar Darwiche Domingues · Edouard Leurent · Michal Valko
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Poster
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Tue 21:00
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Locally Differentially Private (Contextual) Bandits Learning
Kai Zheng · Tianle Cai · Weiran Huang · Zhenguo Li · Liwei Wang
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Poster
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Mon 21:00
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Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes
Dongsheng Ding · Kaiqing Zhang · Tamer Basar · Mihailo Jovanovic
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Poster
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Thu 9:00
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Optimization and Generalization of Shallow Neural Networks with Quadratic Activation Functions
Stefano Sarao Mannelli · Eric Vanden-Eijnden · Lenka Zdeborová
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Poster
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Wed 9:00
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OrganITE: Optimal transplant donor organ offering using an individual treatment effect
Jeroen Berrevoets · James Jordon · Ioana Bica · alexander gimson · Mihaela van der Schaar
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