Andrej Karpathy: Tesla Autopilot and Multi-Task Learning for Perception and Prediction
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YouTubeLex Clips
Andrej Karpathy: Tesla Autopilot and Multi-Task Learning for Perception and Prediction
Clips from Andrej Karpathy's talk at ICML (June 2019). I think multi-task learning is one of the most important (and understudied) subfields of machine learning. Most real world problems are multi-task. I especially find the discussion on team workflow fascinating (see 18:25). I've been thinking and working on this topic a lot lately, and will ...
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In this issue, explore new research on Self-supervised Multi-task pretrAining with contRol Transformers (SMART) and a ranking game for imitation learning. Also, Reinforcement Learning Open Source Fest is accepting proposals for summer 2023: https://msft.it/61835wmiz | Microsoft Research
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