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Search All 2022 Events
7 Results
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Poster
Tue 9:00
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
Yiheng Lin · Yang Hu · Guannan Qu · Tongxin Li · Adam Wierman
Poster
Wed 9:00
Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity
Abhishek Gupta · Aldo Pacchiano · Yuexiang Zhai · Sham Kakade · Sergey Levine
Poster
Wed 14:00
An $\alpha$-regret analysis of Adversarial Bilateral Trade
Yossi Azar · Amos Fiat · Federico Fusco
Poster
Wed 9:00
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs
Yeoneung Kim · Insoon Yang · Kwang-Sung Jun
Poster
Thu 14:00
Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space
Jonatha Anselmi · Bruno Gaujal · Louis-Sébastien Rebuffi
Poster
Tue 14:00
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits
Achraf Azize · Debabrota Basu
Poster
Thu 14:00
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
Changyong Oh · Roberto Bondesan · Efstratios Gavves · Max Welling
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