Editorial Policies

Upcoming Special Sections and Issues covering state-of-the-art topics will be announced soon. Special sections such as the one below are not exclusive to other areas in control.

Additional editorial policy information coming soon. Be sure to check back often for new content and additional special sections for OJ-CSYS.

Editor-in-Chief

Sonia Martínez

University of California, San Diego
United States

Current Special Section

A current special section is devoted to the intersection of Machine Learning with Control. Unprecedented technological advances have fueled the creation of devices that can collect, generate, store, and transfer large amounts of data. This massive data outpour is profoundly changing the way in which complex engineering problems are solved, calling for the conception of new interdisciplinary tools at the intersection of machine learning, dynamic systems and control, and optimization. While the repurposing of control theories building on new Machine Learning methods can be highly successful, Dynamic Systems and Control can greatly contribute to analyze and devise novel adaptive, safety-critical controllers with performance guarantees. This special issue aims to contribute to this growing area of interest and calls thus for papers in this topical area. 

Keywords:

  • Machine learning for dimensionality reduction and system identification
  • Emerging applications for learning-based control
  • Data-driven optimization and control for dynamical systems
  • Safe reinforcement learning and safe adaptive control
  • Bridging model-based and learning-based control systems
  • Distributed learning over distributed systems
  • Reinforcement learning for multiagent systems
  • Optimization, dynamics and control for machine learning
  • Reinforcement learning and statistical learning for dynamical and control systems

Special Offer: APCs waived for the first 20 accepted papers!

Important Dates

The section will be recurrent, and a planned submission window will be open at least once a year. Please contact the editorial assistant for up-to-date peer review process time frames.