Sequential Decision-Making with Transformers
Offline RL, Behavior Cloning, and The Magic of Sequence Modeling
By Taewoon Kim
Sequential decision-making is a fundamental challenge in machine learning and AI. From
planning your next vacation itinerary to training a robot to navigate a warehouse, we
often face tasks where a series of actions must be taken to achieve a goal, often with
delayed feedback or sparse rewards.
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