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Apple Machine Learning Research
SCLATE: A Substrate for Continual-Learning Agent Training and Evaluation
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SCLATE: A Substrate for Continual-Learning Agent Training and Evaluation
SCLATE proposes a substrate for training and evaluating continual-learning agents across long, multi-session tasks. It schedules agent-side events such as session stops and starts, cron jobs and memory consolidation alongside benchmark tasks.