RAW –An International Robust Artificial Intelligence Workshop (Workshop that is a part of an international conference KES (KES2021))
Szczecin, Poland (or online)
Organization: KES International
Event: Workshop that is a part of an international conference KES (KES2021)
Methods in AI for robotic control, mobile platforms, and cognitive cyber-physical systems are developing rapidly. They tackle the challenging task of modeling real-world systems and environments through data, using machine vision, reinforcement learning for control, probabilistic machine learning, among many others. Such data-driven approaches have led to many concerns regarding the robustness, stability, and overall safety of these systems.While data-driven approaches based on learning algorithms have seen huge success in the last decade, when applied to cyber-physical systems such as manufacturing applications and healthcare robotics, the lack of safety guarantees causes trust issues. A central challenge is defining and implementing robustness for different applicationsand providing methods for analyzing and verifying models. This workshop investigates the diverse meaning of robust AI and gathersa wide array of approaches to the problem.The RAW -workshop provides a forum for bringing together researchers from academia and industry to explore and present their findings in Robust Artificial Intelligence with theories, systems, technologies,and approaches for testing and validating them on challenging real-world, safety-critical applications.Topics Interesting research topics for the workshop and for papers include, but are not limited to:
•Cognitive models and architectures
•Understanding and controlling machine learning biases
•Adversarial attacks and defense
The conference review committee has agreed upon the use of a double-blind process prior to accepting papers. Visit http://kes2021.kesinternational.org/prose.php to submit and track your paper using PROSE.Papers are required in PDF format;however,each must be accompanied by the sourcetext, either in Latex or MS Word.
• Paper submission deadline: 15 April2021
• Notification of Acceptance: 10 May 2021
• Camera ready: 1 June 2021
Proceeding and Publishing Issues
Authors who submit and present their work will have their work published and indexed internationally by Elsevier's Procedia Computer Science (http://www.journals.elsevier.com/procedia-computer-science/).