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Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning


Feb 08, 2023
Volodymyr Tkachuk, Seyed Alireza Bakhtiari, Johannes Kirschner, Matej Jusup, Ilija Bogunovic, Csaba Szepesvári

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Near-optimal Policy Identification in Active Reinforcement Learning


Dec 19, 2022
Xiang Li, Viraj Mehta, Johannes Kirschner, Ian Char, Willie Neiswanger, Jeff Schneider, Andreas Krause, Ilija Bogunovic

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Movement Penalized Bayesian Optimization with Application to Wind Energy Systems


Oct 14, 2022
Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Andreas Krause, Ilija Bogunovic

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* Accepted to NeurIPS 2022 

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Graph Neural Network Bandits


Jul 13, 2022
Parnian Kassraie, Andreas Krause, Ilija Bogunovic

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* 27 pages, 8 figures 

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A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits


Feb 03, 2022
Ilija Bogunovic, Zihan Li, Andreas Krause, Jonathan Scarlett

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* Preprint 

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Misspecified Gaussian Process Bandit Optimization


Nov 09, 2021
Ilija Bogunovic, Andreas Krause

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* Accepted to NeurIPS 2021 

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Risk-averse Heteroscedastic Bayesian Optimization


Nov 05, 2021
Anastasiia Makarova, Ilnura Usmanova, Ilija Bogunovic, Andreas Krause

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Contextual Games: Multi-Agent Learning with Side Information


Jul 13, 2021
Pier Giuseppe Sessa, Ilija Bogunovic, Andreas Krause, Maryam Kamgarpour

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* Proc. of Neural Information Processing Systems (NeurIPS), 2020 

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Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning


Jul 08, 2021
Barna Pasztor, Ilija Bogunovic, Andreas Krause

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* 28 pages, 2 figures, Preprint, Submitted to NeurIPS 2021 

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Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning


Mar 18, 2021
Sebastian Curi, Ilija Bogunovic, Andreas Krause

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