Author

Chaoyang Han

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Preprint Aug 2026

ExRole: From Team Trajectories to Executable Roles in Multi-Agent Language Models

ExRole is introduced, a trajectory-to-role framework that learns future-aware role prototypes from prefix-local team traces, resolves them into readable instructions and token-aligned role markers, and optionally routes shared LoRA rank slots with turn-aligned credit.

Zhou Liu, Chaoyang Han, Zewei Pan et al. · 0 citations