Winfried Ilg

Orcid: 0000-0002-1537-1336

According to our database1, Winfried Ilg authored at least 30 papers between 1994 and 2024.

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

Timeline

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Bibliography

2024
Generating Realistic Arm Movements in Reinforcement Learning: A Quantitative Comparison of Reward Terms and Task Requirements.
CoRR, 2024

ATARO: A Muscle-Driven Biorobotic Arm to Investigate Healthy and Impaired Motor Control.
Proceedings of the 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2024

Quantifying Human Upper Limb Stiffness Responses Based on a Computationally Efficient Neuromusculoskeletal Arm Model.
Proceedings of the 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2024

Generating Realistic Arm Movements in Reinforcement Learning: A Quantitative Comparison of Reward Terms and Task Requirements.
Proceedings of the 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2024

2023
One Hip Wonder: 1D-CNNs Reduce Sensor Requirements for Everyday Gait Analysis.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Generating Sparse Counterfactual Explanations for Multivariate Time Series.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022
The SSTeP-KiZ System - Secure Real-Time Communication Based on Open Web Standards for Multimodal Sensor-Assisted Tele-Psychotherapy.
Sensors, 2022

Multimodal Sensor-Based Identification of Stress and Compulsive Actions in Children with Obsessive-Compulsive Disorder for Telemedical Treatment.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
Detecting and Quantifying Ataxia-Related Motor Impairments in Rodents Using Markerless Motion Tracking With Deep Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2005
Trajectory synthesis by hierarchical spatio-temporal correspondence: comparison of different methods.
Proceedings of the 2nd Symposium on Applied Perception in Graphics and Visualization, 2005

2004
On the Representation, Learning and Transfer of Spatio-Temporal Movement Characteristics.
Int. J. Humanoid Robotics, 2004

2003
Estimation of Skill Levels in Sports Based on Hierarchical Spatio-Temporal Correspondences.
Proceedings of the Pattern Recognition, 2003

2002
Modeling of Movement Sequences Based on Hierarchical Spatial-Temporal Correspondence of Movement Primitives.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002

2001
Eine biologisch motivierte adaptive Bewegungssteuerung für eine vierbeinige Laufmaschine
PhD thesis, 2001

Learning a reactive posture control on the four-legged walking machine BISAM.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001

Eine biologisch motivierte adaptive Bewegungssteuerung für eine vierbeinige Laufmaschine.
DISKI 245, Infix Akademische Verlagsgesellschaft, ISBN: 978-3-89838-245-8, 2001

1999
Adaptive Periodic Movement Control for the Four Legged Walking Machine BISAM.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

Dynamic Control for Stabilization of the Four-Legged Walking Machine BISAM in Trot Motion.
Proceedings of the Autonome Mobile Systeme 1999, 1999

1998
A RNN based control architecture for generating periodic action sequences.
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

1997
Hybrid learning concepts based on self-organizing neural networks for adaptive control of walking machines.
Robotics Auton. Syst., 1997

Autonomous sewer inspection with a wheeled, multiarticulated robot.
Robotics Auton. Syst., 1997

LAOKOON - lernfähige autonome kooperierende Kanalroboter.
Künstliche Intell., 1997

A wheeled multijoint robot for autonomous sewer inspection.
Proceedings of the 1997 IEEE/RSJ International Conference on Intelligent Robot and Systems. Innovative Robotics for Real-World Applications. IROS '97, 1997

A hybrid learning architecture based on neural networks for adaptive control of a walking machine.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

1996
Multijoint robot for autonomous sewer inspection.
Proceedings of the Mobile Robots XI and Automated Vehicle Control Systems, Boston, 1996

Ein vielsegmentiger Roboter zur autonomen Inspektion von Abwasserkanälen.
Proceedings of the Autonome Mobile Systeme 1996, 1996

1995
A learning architecture based on reinforcement learning for adaptive control of the walking machine LAURON.
Robotics Auton. Syst., 1995

Eine adaptive Steuerungsarchitektur zum Erlernen höherer Verhaltensweisen für autonome mobile Systeme.
Proceedings of the Autonome Mobile Systeme 1995, 11. Fachgespräch, Karlsruhe, 30. November, 1995

1994
Adaptive, neural control architecture for the walking machine LAURON.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, 1994


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