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Kamil Ciosek — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Kamil Ciosek
11
papers ·
167
citations ·
13
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck
2019 · 57 citations
Better Exploration with Optimistic Actor-Critic
2019 · 35 citations
Expected Policy Gradients for Reinforcement Learning
2018 · 21 citations
Discount Factor as a Regularizer in Reinforcement Learning
2020 · 16 citations
DRIFT: Deep Reinforcement Learning for Functional Software Testing
2020 · 13 citations
Multi-task Batch Reinforcement Learning with Metric Learning
2019 · 10 citations
Evaluating the Robustness of Collaborative Agents
2021 · 8 citations
Fourier Policy Gradients
2018 · 6 citations
Regularized Policies are Reward Robust
2021 · 1 citations
Information Directed Reward Learning for Reinforcement Learning
2021
Imitation Learning by Reinforcement Learning
2021
Top co-authors
Katja Hofmann
· 3
Quan Vuong
· 2
Sam Devlin
· 2
Sebastian Tschiatschek
· 2
Shimon Whiteson
· 2
Aaron Dietrich
· 1
Alex Leung
· 1
Anca D. Dragan
· 1
Andreas Krause
· 1
Cheng Zhang
· 1
Cheng Zhang
· 1
David Lindner
· 1
Topics
Policy Gradient
Exploration
Offline RL
Value-Based
Multi-Agent
Meta-RL
Safe RL
Game AI
Model-Based RL
RLHF & Alignment