Eugen Solowjow

Orcid: 0000-0001-5222-3706

According to our database1, Eugen Solowjow authored at least 29 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Verifiable Learned Behaviors via Motion Primitive Composition: Applications to Scooping of Granular Media.
CoRR, 2023


Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Can Machines Garden? Systematically Comparing the AlphaGarden vs. Professional Horticulturalists.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

IIFL: Implicit Interactive Fleet Learning from Heterogeneous Human Supervisors.
Proceedings of the Conference on Robot Learning, 2023

2022
LEGS: Learning Efficient Grasp Sets for Exploratory Grasping.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Kit-Net: Self-Supervised Learning to Kit Novel 3D Objects into Novel 3D Cavities.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
UniGrasp: Learning a Unified Model to Grasp With Multifingered Robotic Hands.
IEEE Robotics Autom. Lett., 2020

Information-Collection in Robotic Process Monitoring: An Active Perception Approach.
CoRR, 2020

Meta-Reinforcement Learning for Robotic Industrial Insertion Tasks.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Deep Reinforcement Learning for Industrial Insertion Tasks with Visual Inputs and Natural Rewards.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Industrial Robot Grasping with Deep Learning using a Programmable Logic Controller (PLC).
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Learning Environmental Field Exploration with Computationally Constrained Underwater Robots: Gaussian Processes Meet Stochastic Optimal Control.
Sensors, 2019

UniGrasp: Learning a Unified Model to Grasp with N-Fingered Robotic Hands.
CoRR, 2019

Domain Randomization for Active Pose Estimation.
Proceedings of the International Conference on Robotics and Automation, 2019

Reinforcement Learning on Variable Impedance Controller for High-Precision Robotic Assembly.
Proceedings of the International Conference on Robotics and Automation, 2019

Residual Reinforcement Learning for Robot Control.
Proceedings of the International Conference on Robotics and Automation, 2019

An Integrated Approach to Navigation and Control in Micro Underwater Robotics using Radio-Frequency Localization.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Learning environmental fields with micro underwater vehicles: a path integral - Gaussian Markov random field approach.
Auton. Robots, 2018

Deep Reinforcement Learning for Robotic Assembly of Mixed Deformable and Rigid Objects.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Micro Underwater Vehicle Hydrobatics: A Submerged Furuta Pendulum.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Reinforcement Learning of Depth Stabilization with a Micro Diving Agent.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Embedded Spherical Localization for Micro Underwater Vehicles Based on Attenuation of Electro-Magnetic Carrier Signals.
Sensors, 2017

Design and Adaptive Depth Control of a Micro Diving Agent.
IEEE Robotics Autom. Lett., 2017

Low-cost monocular localization with active markers for micro autonomous underwater vehicles.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Learning a deep neural net policy for end-to-end control of autonomous vehicles.
Proceedings of the 2017 American Control Conference, 2017

2016
Towards a hyperbolic acoustic one-way localization system for underwater swarm robotics.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
HippoCampus: A micro underwater vehicle for swarm applications.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

2011
Semi-automated haptic device for cable installation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011


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