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Poster
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Tue 9:00 |
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity Yiheng Lin · Yang Hu · Guannan Qu · Tongxin Li · Adam Wierman |
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Poster
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Trading Off Resource Budgets For Improved Regret Bounds Thomas Orton · Damon Falck |
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Panel
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Thu 9:15 |
Panel 5A-1: Precise Regret Bounds… & Bayesian inference via… Naitong Chen · Changlong Wu |
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Poster
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Thu 14:00 |
On Kernelized Multi-Armed Bandits with Constraints Xingyu Zhou · Bo Ji |
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Poster
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Wed 14:00 |
Regret Bounds for Risk-Sensitive Reinforcement Learning Osbert Bastani · Jason Yecheng Ma · Estelle Shen · Wanqiao Xu |
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Poster
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Tue 9:00 |
Regret Bounds for Information-Directed Reinforcement Learning Botao Hao · Tor Lattimore |
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Poster
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Tue 9:00 |
Society of Agents: Regret Bounds of Concurrent Thompson Sampling Yan Chen · Perry Dong · Qinxun Bai · Maria Dimakopoulou · Wei Xu · Zhengyuan Zhou |
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Poster
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Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning Zihan Zhang · Yuhang Jiang · Yuan Zhou · Xiangyang Ji |
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Poster
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Wed 14:00 |
Graph Neural Network Bandits Parnian Kassraie · Andreas Krause · Ilija Bogunovic |
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Poster
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Wed 9:00 |
Between Stochastic and Adversarial Online Convex Optimization: Improved Regret Bounds via Smoothness Sarah Sachs · Hedi Hadiji · Tim van Erven · Cristóbal Guzmán |
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Poster
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Wed 14:00 |
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm Changlong Wu · Mohsen Heidari · Ananth Grama · Wojciech Szpankowski |
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Poster
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Wed 9:00 |
Batch Bayesian optimisation via density-ratio estimation with guarantees Rafael Oliveira · Louis Tiao · Fabio Ramos |