Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust
YouTube
60 Courses
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Overview
Join us for an enlightening seminar at Stanford University titled "Toward Scalable Autonomy" presented by Aleksandra Faust, a distinguished Senior Staff Research Scientist and co-founder of the Reinforcement Learning research team at Google Brain Research. This seminar delves into the challenges and advancements in reinforcement learning, a pivotal technique for training autonomous systems capable of undertaking complex tasks in real-world scenarios. The focus will be on two primary paths toward achieving scalable reinforcement learning: zero-shot sim2real transfer for both mobile and aerial navigation, including innovative strategies for visual navigation and fully autonomous flight on resource-limited nano UAVs, and the automation of training processes through the development of decision-making policies for humans in the loop. Discover how learning-to-learn methods are revolutionizing the way reinforcement learning agents generalize and perform, pushing the boundaries of what autonomous systems can achieve. This seminar is a must-attend for anyone interested in the fields of Reinforcement Learning and Autonomous Vehicles, available now on YouTube. Categories include Reinforcement Learning Courses and Autonomous Vehicles Courses.
Syllabus
Taught by
Tags
YouTube
YouTube
34 Courses
YouTube
Free Online Course
English
59 minutes
On-Demand
