← Search

David Garzón Ramos

3 accepted papers

2024

Automatic design of robot swarms that perform composite missions: an approach based on inverse reinforcement learning

IROS 2024poster

We investigate the automatic design of robot swarms that perform composite missions—that is, missions specified as the composition of consecutive sub-missions. Automatic design through performance optimization has become a viable and appealing approach to designing robot swarms. First, a user define…

Cited by 1SourceScholar
2024

Automatically designing robot swarms in environments populated by other robots: an experiment in robot shepherding

ICRA 2024poster

Automatic design is a promising approach to realizing robot swarms. Given a mission to be performed by the swarm, an automatic method produces the required control software for the individual robots. Automatic design has concentrated on missions that a swarm can execute independently, interacting on…

Cited by 5SourceScholar
2023

Show me What you want: Inverse Reinforcement Learning to Automatically Design Robot Swarms by Demonstration

ICRA 2023poster

Automatic design is a promising approach to generating control software for robot swarms. So far, automatic design has relied on mission-specific objective functions to specify the desired collective behavior. In this paper, we explore the possibility to specify the desired collective behavior via d…

Cited by 15SourceScholar