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Filip Bjelonic

4 accepted papers

2025

Learning Quiet Walking for a Small Home Robot

ICRA 2025

As home robotics gains traction, robots are increasingly integrated into households, offering companionship and assistance. Quadruped robots, particularly those resembling dogs, have emerged as popular alternatives for traditional pets. However, user feedback highlights concerns about the noise thes

Cited by 5SourceScholar
2025

MARLadona - Towards Cooperative Team Play Using Multi-Agent Reinforcement Learning

ICRA 2025

Robot soccer, in its full complexity, poses an unsolved research challenge. Current solutions heavily rely on engineered heuristic strategies, which lack robustness and adaptability. Deep reinforcement learning has gained significant traction in various complex robotics tasks such as locomotion, man

Cited by 11SourceScholar
2023

Learning-Based Design and Control for Quadrupedal Robots With Parallel-Elastic Actuators

RA-L 2023

Parallel-elastic joints can improve the efficiency and strength of robots by assisting the actuators with additional torques. For these benefits to be realized, a spring needs to be carefully designed. However, designing robots is an iterative and tedious process, often relying on intuition and heur

Cited by 47SourceScholar
2022

Experimental Closed-Loop Excitation of Nonlinear Normal Modes on an Elastic Industrial Robot

RA-L 2022

Adding elastic elements to the mechanical structure should enable robots to perform efficient oscillatory tasks. Still, even characterizing natural oscillations in nonlinear systems is a challenge in itself, which nonlinear modal theory promises to solve. Therein eigenmanifolds generalize eigenspace

Cited by 10SourceScholar