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Volker Krueger

Addressing Failures in Robotics using Vision-Based Language Models (VLMs) and Behavior Trees (BT)

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Nov 03, 2024
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Flexible and Adaptive Manufacturing by Complementing Knowledge Representation, Reasoning and Planning with Reinforcement Learning

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Nov 15, 2023
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BeBOP -- Combining Reactive Planning and Bayesian Optimization to Solve Robotic Manipulation Tasks

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Oct 02, 2023
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Learning Actions and Control of Focus of Attention with a Log-Polar-like Sensor

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Sep 22, 2023
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Using Knowledge Representation and Task Planning for Robot-agnostic Skills on the Example of Contact-Rich Wiping Tasks

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Aug 27, 2023
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SkiROS2: A skill-based Robot Control Platform for ROS

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Jun 29, 2023
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Out-of-Distribution Detection for Adaptive Computer Vision

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May 16, 2023
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Learning to Adapt the Parameters of Behavior Trees and Motion Generators to Task Variations

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Mar 14, 2023
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Combining Planning, Reasoning and Reinforcement Learning to solve Industrial Robot Tasks

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Dec 07, 2022
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Learning Skill-based Industrial Robot Tasks with User Priors

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Aug 02, 2022
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