Staff
Prof. Dr.-Ing. Patrick Draheim
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Contact
Phone (Bremen): +49 421 17845 4137
Patrick.Draheim@dfki.de
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Address
(Bremen)
Robert-Hooke-Straße 1
D-28359 Bremen
Profile
QuBer-KI
Quantum Deep Reinforcement Learning for simple robotic behaviours
Quantum machine learning, in particular quantum deep reinforcement learning (QDRL), has gained tremendous attention in the scientific community in recent years, as promising results for simple tasks…
QuDa-KI
Qubit-based data representations for classical machine learning and simulations
The QuDa-KI project pursues two scientific goals. The qubit-based representation of (robot-related) data streams, in particular sensors and actuators, is being developed in order to be able to use…
PhysWM
PhysWM - Learning from Causal Physical World Models
The project aims at reducing the sample and model complexity of robot learning algorithms. For that, known physical equations are merged with machine learning models in order to adapt faster to…
INSYS
INTerpretable monitoring SYStems
The INSYS project is concerned with the interpretability of learned models and the resulting possibilities for self-monitoring of complex robotic systems working with multimodal data. This will be…
QINROS
QINROS - Quanten computing and quantum machine learning for intelligent and robotic systems
The goal of QINROS, based on the Artificial Intelligence (AI) in Quantum Computing agenda of the Robotics Working Group and DFKI RIC, is to conceptualize and prototype an application field of quantum…
