AIBullisharXiv – CS AI · 6h ago7/10
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TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL
Researchers introduce TRON, an online environment framework that generates unlimited, verifiable training instances for visual reasoning reinforcement learning across 520 diverse tasks. The system enables scalable model training without fixed dataset constraints and demonstrates consistent performance improvements on multiple multimodal reasoning benchmarks.