Progressively Efficient Learning
Published in arXiv (Cornell University) • Oct 13, 2023
NobleIDNI7P84W36R34S68
Authors:,,
Ruijie Zheng
Khanh Nguyen
Hal Daumé
Abstract
Assistant AI agents should be capable of rapidly acquiring novel skills and adapting to new user preferences. Traditional frameworks like imitation learning and reinforcement learning do not facilitate this capability because they support only low-level, inefficient forms of communication. In contra...
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