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arxiv_cs_lg · Apr 23, 2026 · paper

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Fine-Tuning Regimes Define Distinct Continual Learning Problems

arxiv.orgApr 23, 2026
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In brief

Continual learning (CL) studies how models acquire tasks sequentially while retaining previously learned knowledge. Despite substantial progress in benchmarking CL methods, comparative evaluations typically keep the f...

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Fine-Tuning Regimes Define Distinct Continual Learning Problems

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Safe Continual Reinforcement Learning in Non-stationary Environments