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Malte Schilling

2 accepted papers

2020

Decentralized Deep Reinforcement Learning for a Distributed and Adaptive Locomotion Controller of a Hexapod Robot

IROS 2020poster

Locomotion is a prime example for adaptive behavior in animals and biological control principles have inspired control architectures for legged robots. While machine learning has been successfully applied to many tasks in recent years, Deep Reinforcement Learning approaches still appear to struggle…

Cited by 32SourcecodeScholar
2015

Obstacle crossing of a real, compliant robot based on local evasion movements and averaging of stance heights using singular value decomposition

ICRA 2015poster

The main advantage of multi-legged robots is the ability to traverse uneven terrain and to overcome obstacles that would impede the movement of a wheeled robot. Compliant joint drives can further improve the performance of legged robot systems by considerably reducing the problems associated with un…

Cited by 26SourceScholar