AINeutralarXiv – CS AI · 4h ago6/10
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Geo-Strat-RL: Learning Geological Event Reasoning from Verifiable Tasks
Researchers present Geo-Strat-RL, a synthetic environment that trains vision-language models to reason about geological histories through reinforcement learning with verifiable rewards. The system demonstrates that geological reasoning learned from stratigraphic diagrams can transfer to seismic data without domain-specific training, suggesting AI models can learn generalizable geological principles across different observation formats.