Conceptstability-plasticity dilemma / 稳定性-可塑性困境
Stability-Plasticity Dilemma
A classic trade-off in machine learning: the more a system emphasizes retaining old behavior (stability), the harder it becomes to absorb new capabilities (plasticity). It arises widely in robot skill updating, continual learning and related areas.
Timeline (last 90 days)
Nov 3
Protecting old successes requires a certain performance cost, but this cost buys predictability and safety of behavior.
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