Agent Plasticity: Measuring Self-Improvement Through Experience
Researchers define agent plasticity to measure how efficiently AI agents improve from experience.
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Stories tagged #plasticity
Learning Dynamics of Continual Learning: A Unified View of Data Attribution, Forgetting, and Plasticity Loss
A local learning interaction unifies data attribution, forgetting, and plasticity loss in continual updates.
Rank Collapse Is Recoverable, Growing $|Q|$ Is Not: Out-of-Sample Early Warning for Value Divergence in High-UTD Soft Actor-Critic
SAC study finds early |Q| growth predicts value-divergence flags, while rank collapse stays recoverable.