많은 참석 부탁드립니다.
일시 : 12월17일(수) 16시 30분
장소 : 정운오IT교양관 610호
Title: From Smart IoT to Internet of Agents: A Generative AI Perspective
Abstract:
Generative AI is redefining smart IoT ecosystems by embedding reasoning and intelligent decision-making capabilities directly into physical devices and systems. Through embodied intelligence, IoT devices are evolving from passive data collectors into active agents capable of predicting physical interactions and dynamically adapting to environmental changes, user behaviors, and system dynamics. We envision that smart IoT systems will evolve into an Internet of Agents - a connected ecosystem of intelligent, adaptive, and proactive entities shaping the physical world through generative intelligence.
In this talk, I will present our recent research on world model–based autonomous driving (AD) as a compelling example of this transformation. By leveraging the ability to extrapolate and anticipate outcomes in previously unseen situations, world model based agents embody the generative and predictive strengths of AI, making them particularly adept at tasks that demand foresight and planning. Their self-supervised learning and proactive decision-making capabilities enable autonomous systems to go beyond reactive control, reasoning instead about the future. I will also introduce CarDreamer, our open-source reinforcement learning platform that integrates world models with CARLA to advance research in autonomous driving.