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Juho Kannala — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Juho Kannala
29
papers ·
334
citations ·
38
h-index
University of Oulu · Aalto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
Simplified Temporal Consistency Reinforcement Learning
2023 · 1 citations
Efficient Reinforcement Learning by Guiding Generalist World Models with Non-Curated Data
2025
RealAnt: An Open-Source Low-Cost Quadruped for Education and Research in Real-World Reinforcement Learning
2020
Top co-authors
Rinu Boney
· 6
Alexander Ilin
· 4
Joni Pajarinen
· 3
Yi Zhao
· 3
Wenshuai Zhao
· 2
Aidan Scannell
· 1
Antti Rasmus
· 1
Arno Solin
· 1
Arno Solin
· 1
Dieter B\"uchler
· 1
Harri Valpola
· 1
Jussi Sainio
· 1
Topics
Offline RL
Model-Based RL
Exploration
Value-Based
Policy Gradient
Safe RL