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Explore the cutting-edge field of collaborative autonomy through this 59-minute lecture that examines how artificial intelligence enables multiple autonomous systems to work together effectively. Delve into the theoretical foundations and practical applications of AI-driven coordination between autonomous agents, including robots, vehicles, and other intelligent systems. Learn about the challenges and solutions in developing algorithms that allow autonomous entities to share information, make collective decisions, and achieve common goals while maintaining individual autonomy. Discover current research developments in multi-agent systems, distributed decision-making, and the integration of machine learning techniques that enable seamless collaboration between autonomous platforms. Gain insights into real-world applications across various domains including robotics, transportation, defense, and industrial automation where collaborative autonomy is transforming operational capabilities.
Syllabus
AI for Collaborative Autonomy | Dr. Vignesh Narayanan | AIISC | 22-Aug-2025
Taught by
AI Institute at UofSC - #AIISC