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Author

Kamil Ciosek

Better Exploration with Optimistic Actor-Critic
2019 · Ciosek, Kamil, Vuong, Quan, et al. · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 99
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Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck
2019 · Igl, Maximilian, Ciosek, Kamil, et al. · arXiv (Cornell University) · 98
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Expected Policy Gradients for Reinforcement Learning
2018 · Ciosek, Kamil, Whiteson, Shimon · arXiv (Cornell University) · 65
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Compositional Planning Using Optimal Option Models
2012 · Silver, David, Ciosek, Kamil · arXiv (Cornell University) · 53
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Discount Factor as a Regularizer in Reinforcement Learning
2020 · Amit, Ron, Meir, Ron, et al. · arXiv (Cornell University) · 43
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Deep Interactive Bayesian Reinforcement Learning via Meta-Learning
2021 · Luisa Zintgraf, Sam Devlin, et al. · Adaptive Agents and Multi-Agents Systems · 37
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OFFER: Off-Environment Reinforcement Learning
2017 · Kamil Ciosek, Shimon Whiteson · Proceedings of the AAAI Conference on Artificial Intelligence · 28
Conservative Uncertainty Estimation By Fitting Prior Networks
2020 · Kamil Ciosek, Vincent Fortuin, et al. · International Conference on Learning Representations · 24
DRIFT: Deep Reinforcement Learning for Functional Software Testing
2020 · Harries, Luke, Clarke, Rebekah Storan, et al. · arXiv (Cornell University) · 23
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Multi-task Batch Reinforcement Learning with Metric Learning
2019 · Li, Jiachen, Vuong, Quan, et al. · arXiv (Cornell University) · 23
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Evaluating the Robustness of Collaborative Agents
2021 · Paul Knott, Micah Carroll, et al. · Adaptive Agents and Multi-Agents Systems · 22
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Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay
2023 · Thomas M. McDonald, Lucas Maystre, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 18
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Imitation Learning by Reinforcement Learning
2021 · Ciosek, Kamil · arXiv (Cornell University) · 17
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Alternating Optimisation and Quadrature for Robust Control
2018 · Paul, Supratik, Chatzilygeroudis, Konstantinos, et al. · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 16
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Value Iteration with Options and State Aggregation
2015 · Ciosek, Kamil, Silver, David · arXiv (Cornell University) · 12
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On the Importance of Uncertainty in Decision-Making with Large Language Models
2024 · Felicioni, Nicolò, Maystre, Lucas, et al. · arXiv (Cornell University) · 11
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Expected Policy Gradients
2018 · Kamil Ciosek, Shimon Whiteson · Proceedings of the AAAI Conference on Artificial Intelligence · 11
AMRL: Aggregated Memory For Reinforcement Learning
2020 · Jacob Beck, Kamil Ciosek, et al. · International Conference on Learning Representations · 10
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
2023 · Federico Tomasi, Joseph Cauteruccio, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 9
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Fourier Policy Gradients
2018 · Fellows, Matthew, Ciosek, Kamil, et al. · arXiv (Cornell University) · 9
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Estimating α-Rank by Maximizing Information Gain
2021 · Tabish Rashid, Cheng Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 8
When Embedding Models Meet: Procrustes Bounds and Applications
2025 · Maystre, Lucas, Gonzalez, Alvaro Ortega, et al. · arXiv (Cornell University) · 7
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Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy
2025 · Ciosek, Kamil, Felicioni, Nicolò, et al. · arXiv (Cornell University) · 6
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A Strong Baseline for Batch Imitation Learning
2023 · Smith, Matthew, Maystre, Lucas, et al. · arXiv (Cornell University) · 6
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Epistemic Uncertainty and Observation Noise with the Neural Tangent Kernel
2024 · Calvo-Ordoñez, Sergio, Palla, Konstantina, et al. · arXiv (Cornell University) · 3
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Works count: 50
Citation count: 682
H-index: 14
I10-index: 18
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