Search Results for author: Andrej Orsula

Found 2 papers, 2 papers with code

Leveraging Procedural Generation for Learning Autonomous Peg-in-Hole Assembly in Space

1 code implementation2 May 2024 Andrej Orsula, Matthieu Geist, Miguel Olivares-Mendez, Carol Martinez

We demonstrate the adaptability of our agents to novel scenarios and assembly sequences while emphasizing the potential of leveraging advanced simulation techniques for robot learning in space.

reinforcement-learning

Learning to Grasp on the Moon from 3D Octree Observations with Deep Reinforcement Learning

1 code implementation1 Aug 2022 Andrej Orsula, Simon Bøgh, Miguel Olivares-Mendez, Carol Martinez

Domain randomization improves the generalization of learned policies to novel scenes with previously unseen objects and different illumination conditions.

Reinforcement Learning (RL) Robotic Grasping

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