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Picture for Petra Poklukar

Bayesian Meta-Learning for Few-Shot Policy Adaptation Across Robotic Platforms


Mar 05, 2021
Ali Ghadirzadeh, Xi Chen, Petra Poklukar, Chelsea Finn, Mårten Björkman, Danica Kragic


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Enabling Visual Action Planning for Object Manipulation through Latent Space Roadmap


Mar 03, 2021
Martina Lippi, Petra Poklukar, Michael C. Welle, Anastasiia Varava, Hang Yin, Alessandro Marino, Danica Kragic


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Data-efficient visuomotor policy training using reinforcement learning and generative models


Jul 26, 2020
Ali Ghadirzadeh, Petra Poklukar, Ville Kyrki, Danica Kragic, Mårten Björkman


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Latent Space Roadmap for Visual Action Planning of Deformable and Rigid Object Manipulation


Mar 19, 2020
Martina Lippi, Petra Poklukar, Michael C. Welle, Anastasiia Varava, Hang Yin, Alessandro Marino, Danica Kragic

* Project website: https://visual-action-planning.github.io/lsr/ 

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