Disputation von Wenkai Chen am 28.10.2024, 14:00 Uhr
28. Oktober 2024, von Reinhard Zierke
Einladung zur hochschulöffentlichen Disputation im Rahmen des Promotionsverfahrens von Wenkai Chen
Tiel der Dissertation: Learning from Perception to Imagination: Towards General Multimodal Robot ManipulationThe challenge of enabling robots to operate autonomously in real-world environments, characterized by variability and uncertainty, remains significant. As embodied AI advances, the capacity of robots to perceive and interact with their surroundings through physical structures becomes increasingly crucial. This dissertation addresses these challenges by exploring innovative robot learning approaches that enable adaptability to unforeseen circumstances, where pre-programming detailed models is impractical. It investigates the interplay between perception and action, demonstrating how passive perception provides contextual understanding, how interactive perception from multimodal information enhances decision-making, and how intensive imagination in robotic manipulation is achieved through diffusion models and vision-language techniques
The presentation will be given in English.
Datum und Uhrzeit: Montag, 28. Oktober 2024 um 14:00 Uhr
Ort: Vogt-Kölln-Straße 30, Raum F-132
Betreuer: Prof. Dr. Jianwei Zhang
Prof. Dr. Matthias Rarey
Vorsitzender des Fachpromotionsausschusses Informatik