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Mårten Björkman — most-cited papers & profile · Reinforcement Learning
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Mårten Björkman
8
papers ·
23
citations ·
20
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Data-efficient visuomotor policy training using reinforcement learning and generative models
2020 · 5 citations
A Sensorimotor Reinforcement Learning Framework for Physical Human-Robot Interaction
2016 · 1 citations
Adversarial Feature Training for Generalizable Robotic Visuomotor Control
2019 · 1 citations
Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models
2022 · 1 citations
Bayesian Meta-Learning for Few-Shot Policy Adaptation Across Robotic Platforms
2021
Top co-authors
Ali Ghadirzadeh
· 5
Danica Kragic
· 4
Petra Poklukar
· 3
Chelsea Finn
· 2
Ville Kyrki
· 2
Xi Chen
· 2
Atsuto Maki
· 1
Judith Butepage
· 1
Karol Arndt
· 1
Patric Jensfelt
· 1
Topics
Model-Based RL
Policy Gradient
Meta-RL
Safe RL
Exploration
Value-Based
Multi-Agent
Offline RL