Ciosek, Kamil

19 publications

TMLR 2025 Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy Kamil Ciosek, Nicolò Felicioni, Sina Ghiassian

TMLR 2024 On the Importance of Uncertainty in Decision-Making with Large Language Models Nicolò Felicioni, Lucas Maystre, Sina Ghiassian, Kamil Ciosek

ICLR 2022 Imitation Learning by Reinforcement Learning Kamil Ciosek

AISTATS 2021 Regularized Policies Are Reward Robust Hisham Husain, Kamil Ciosek, Ryota Tomioka

NeurIPSW 2021 Efficient Automated Online Experimentation with Multi-Fidelity Steven Kleinegesse, Zhenwen Dai, Andreas Damianou, Kamil Ciosek, Federico Tomasi

AAAI 2021 Estimating Α-Rank by Maximizing Information Gain Tabish Rashid, Cheng Zhang, Kamil Ciosek

NeurIPS 2021 Information Directed Reward Learning for Reinforcement Learning David Lindner, Matteo Turchetta, Sebastian Tschiatschek, Kamil Ciosek, Andreas Krause

ICLR 2020 AMRL: Aggregated Memory for Reinforcement Learning Jacob Beck, Kamil Ciosek, Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, Katja Hofmann

ICLR 2020 Conservative Uncertainty Estimation by Fitting Prior Networks Kamil Ciosek, Vincent Fortuin, Ryota Tomioka, Katja Hofmann, Richard Turner

ICML 2020 Discount Factor as a Regularizer in Reinforcement Learning Ron Amit, Ron Meir, Kamil Ciosek

JMLR 2020 Expected Policy Gradients for Reinforcement Learning Kamil Ciosek, Shimon Whiteson

NeurIPS 2020 Multi-Task Batch Reinforcement Learning with Metric Learning Jiachen Li, Quan Vuong, Shuang Liu, Minghua Liu, Kamil Ciosek, Henrik Christensen, Hao Su

JMLR 2020 Robust Reinforcement Learning with Bayesian Optimisation and Quadrature Supratik Paul, Konstantinos Chatzilygeroudis, Kamil Ciosek, Jean-Baptiste Mouret, Michael A. Osborne, Shimon Whiteson

NeurIPS 2019 Better Exploration with Optimistic Actor Critic Kamil Ciosek, Quan Vuong, Robert Loftin, Katja Hofmann

NeurIPS 2019 Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck Maximilian Igl, Kamil Ciosek, Yingzhen Li, Sebastian Tschiatschek, Cheng Zhang, Sam Devlin, Katja Hofmann

AAAI 2018 Alternating Optimisation and Quadrature for Robust Control Supratik Paul, Konstantinos I. Chatzilygeroudis, Kamil Ciosek, Jean-Baptiste Mouret, Michael A. Osborne, Shimon Whiteson

AAAI 2018 Expected Policy Gradients Kamil Ciosek, Shimon Whiteson

ICML 2018 Fourier Policy Gradients Matthew Fellows, Kamil Ciosek, Shimon Whiteson

ICML 2012 Compositional Planning Using Optimal Option Models David Silver, Kamil Ciosek