Kamil Ciosek
13 papers · 2018–2022 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Renaissance Researcher (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
π
Grand Slam
π
Triple Crown
β‘
Prolific Year
(6)
π₯
Unstoppable
(5)
π
Trend Setter
π
Century Club
(13)
Conferences
NIPS (4)
ICLR (3)
ICML (2)
JMLR (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
reinforcement learning
(4)
information gain
(2)
continuous control
(2)
sample efficiency
(1)
policy optimization
(1)
domain generalization
(1)
robust optimization
(1)
fenchel duality
(1)
bayesian inference
(1)
information bottleneck
(1)
policy gradient
(1)
universal approximation
(1)
fourier analysis
(1)
robust reinforcement learning
(1)
discount factor
(1)
bayesian model
(1)
game theory
(1)
variance reduction
(1)
temporal-difference learning
(1)
metric learning
(1)
Papers
Imitation Learning by Reinforcement Learning
ICLR 2022
Estimating Ξ±-Rank by Maximizing Information Gain
AAAI 2021
Regularized Policies are Reward Robust
AISTATS 2021
Information Directed Reward Learning for Reinforcement Learning
NIPS 2021
Robust Reinforcement Learning with Bayesian Optimisation and Quadrature
JMLR 2020
Multi-task Batch Reinforcement Learning with Metric Learning
NIPS 2020
Conservative Uncertainty Estimation By Fitting Prior Networks
ICLR 2020
AMRL: Aggregated Memory For Reinforcement Learning
ICLR 2020
Discount Factor as a Regularizer in Reinforcement Learning
ICML 2020
Expected Policy Gradients for Reinforcement Learning
JMLR 2020
Better Exploration with Optimistic Actor Critic
NIPS 2019
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck
NIPS 2019
Fourier Policy Gradients
ICML 2018