LiBOG combines inter-task elastic weight consolidation and a new intra-task elite behavior consolidation, enabling a reinforcement-learning-based black-box optimizer generator to learn sequential task distributions with less forgetting than fine-tuning.
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LiBOG: Lifelong Learning for Black-Box Optimizer Generation
LiBOG combines inter-task elastic weight consolidation and a new intra-task elite behavior consolidation, enabling a reinforcement-learning-based black-box optimizer generator to learn sequential task distributions with less forgetting than fine-tuning.