RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs?

Yiyou Sun, Yuhan Cao, Pohao Huang +4

It remains an open question whether LLMs can acquire or generalize genuinely new reasoning strategies, beyond the sharpened skills encoded in their parameters during pre-training o…