Graham Neubig(@gneubig):RL helps models learn how to reason with different strategies, but some strategies are more effective than others. But are the strategies learned by RL the ones that are most effective in improving accuracy? Our new work finds that the answer is "not always"!

Graham Neubig

@gneubig

Associate professor @LTIatCMU. Co-founder/chief scientist @OpenHandsDev. I mostly work on modeling language.

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Graham Neubig@gneubig

2026.08.25 16:41

RL helps models learn how to reason with different strategies, but some strategies are more effective than others. But are the strategies learned by RL the ones that are most effective in improving accuracy? Our new work finds that the answer is "not always"!