Shobhita Sundaram
@shobsund
PhD student at @MIT_CSAIL working on self-improvement and synthetic data || prev at @GoogleDeepMind @AIatMeta
435 Following 1.8K Followers
Can a model learn to break its own reasoning plateau?
In our new paper, we show that LLMs can be taught with meta-RL to generate their own "stepping stones" that kickstart learning on hard math problems (0/128 success rate) where direct RL fails.
Paper 📝:
Blog post 🌐:
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