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Alexander Ilin — most-cited papers & profile · Reinforcement Learning
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Alexander Ilin
8
papers ·
29
citations ·
23
h-index
Integrated Carbon Observation System
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Most-cited papers
Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning
2022 · 14 citations
Regularizing Trajectory Optimization with Denoising Autoencoders
2019 · 4 citations
Regularizing Model-Based Planning with Energy-Based Models
2019 · 3 citations
Learning of feature points without additional supervision improves reinforcement learning from images
2021 · 1 citations
Top co-authors
Juho Kannala
· 4
Rinu Boney
· 4
Antti Rasmus
· 1
Harri Valpola
· 1
Joni Pajarinen
· 1
Mathias Berglund
· 1
Norman Di Palo
· 1
Yi Zhao
· 1
Topics
Offline RL
Model-Based RL
Value-Based
Policy Gradient
Exploration
Safe RL