A Domain-Specific Language for Rich Motor Skill Architectures
This work addresses system integration challenges for researchers developing motor skill architectures in robotics, but it is incremental as it builds on existing model-driven development approaches.
The paper tackles the complexity of system integration in robotics by developing a domain-specific language (DSL) for describing motor skill architectures, enabling formal description and automated code-generation for experimentation on robot platforms.
Model-driven software development is a promising way to cope with the complexity of system integration in advanced robotics, as it already demonstrated its benefits in domains with comparably challenging system integration requirements. This paper reports on work in progress in this area which aims to improve the research and experimentation process in a collaborative research project developing motor skill architectures for compliant robots. Our goal is to establish a model-driven development process throughout the project around a domain-specific language (DSL) facilitating the compact description of adaptive modular architectures for rich motor skills. Incorporating further languages for other aspects (e.g. mapping to a technical component architecture) the approach allows not only the formal description of motor skill architectures but also automated code-generation for experimentation on technical robot platforms. This paper reports on a first case study exemplifying how the developed AMARSi DSL helps to conceptualize different architectural approaches and to identify their similarities and differences.