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Explore the cutting-edge frontiers of deep reinforcement learning in this 71-minute lecture from Stanford University's CS224R course. Delve into advanced problem set-ups, examine state-of-the-art methods, and understand the critical aspects of deployment and evaluation in modern reinforcement learning systems. Learn from Assistant Professor Chelsea Finn, who brings expertise from both academia and industry as co-founder of Pi, as she guides you through the latest developments and future directions in the field. Gain insights into how deep reinforcement learning is pushing boundaries and creating new possibilities across various applications and domains.
Syllabus
Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 18: Frontiers
Taught by
Stanford Online