Rania Rayyes

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Junior Professor for AI & Robotics

Karlsruhe Institute of Technology

Germany

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About

Rania Rayyes is a Junior Professor for AI & Robotics at Karlsruhe Institute of Technology in Germany. Her research focuses on active learning, domain adaptation in robotic grasping, and intrinsic motivation for developmental robots. Dr. Rayyes has contributed to the advancement of robotics through her recent articles on sample-efficient learning techniques and efficient exploration strategies.

Recent Grants

Grant: Close

Lifelong Learning for Autonomous Versatile and Flexible Robotic Grasping System in the Circular Factory (C06#)

Open Date: 2024-01-01

Close Date:

Articles (5)

Year:

2025

Year:

2024

Year:

2023

Year:

2023

Year:

2022

Collaborators (2)

Yuhao Chen

research assistant professor

University of Waterloo

CANADA

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Kai Furmans

Head of Institute IFL

Karlsruhe Institute of Technology

GERMANY

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Rania Rayyes

Research Interests

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About

Recent Grants

Articles (5)

MetaMVUC: Active Learning for Sample-Efficient Sim-to-Real Domain Adaptation in Robotic Grasping

MetaGraspNetV2: All-in-One Dataset Enabling Fast and Reliable Robotic Bin Picking via Object Relationship Reasoning and Dexterous Grasping

Interest-Driven Exploration with Observational Learning for Developmental Robots

Intrinsic motivation learning for real robot applications

Efficient Online Interest-Driven Exploration for Developmental Robots

Collaborators (2)

Yuhao Chen

Kai Furmans

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