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20242026
most citedFeather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models

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cs.AI2026

ProActor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents

Lei Ding, Bin He, Chenguang Wang +1

Proactive task-oriented agents must autonomously anticipate user needs, identify actionable opportunities, and trigger software actions at appropriate moments - fundamentally shift…