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University of Illinois Urbana-Champaign
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Token-wise importance sampling in off-policy RLVR is now provably unbiased and practically superior, outperforming GRPO by up to 2.58% on math benchmarks.
OpenWebRL-4B sets a new benchmark for open-source visual web agents, achieving impressive success rates with minimal initial data while outperforming larger-scale competitors.