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HypoSearch boosts deep-research agent performance by enabling flexible exploration and evidence comparison, leading to a remarkable 28% increase in accuracy on complex benchmarks.
RAMBO's instability got you down? ROMI offers a robust, value-aware model learning approach with implicitly differentiable adaptive weighting that outperforms RAMBO and other SOTA methods in offline RL benchmarks.
