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TSRL: Trigger-based Supervised Reinforcement Learning for Continual Agent Training

Single source1 source14 Oct 2026

arXiv:2610.17726v1 Announce Type: cross Abstract: Large language model (LLM) agents excel at complex, multi-step tasks but suffer from catastrophic forgetting during continual learning--acquiring new skills often degrades previously mastered capabilities.

Reported by 1 source

arxiv.orghttps://arxiv.org/abs/2610.17726

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