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Fudan University
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LLMs may mimic human risk decisions on the surface, but their underlying mechanisms often reveal a stark divergence from genuine human reasoning.
Aggressive off-policy RL for LLMs plateaus because excessive updates cause unnecessary drift, but distilling the resulting policy under trust-region constraints unlocks further gains.
