tracked author

Jan Kautz

ProRL/BroRL senior author; homepage, X bio, NVIDIA Research, and Scholar consistently identify NVIDIA Learning and Perception Research leadership.

2 archived notes X: high Homepage X

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归档 Apr 08, 2026

把 RLVR scaling 轴扩展到 rollout width，并用 correct mass decomposition 解释宽采样收益。

待审阅 2510.01180-brorl-broadened-rl-exploration Rollout Optimization Reasoning RL RL Algorithm

归档 Mar 10, 2026

用高温探索、动态采样、周期 reference / optimizer reset 延长 RL，测试 reasoning boundary 扩展。

待审阅 2505.24864-prorl-prolonged-rl-reasoning-boundaries Reasoning RL RL Algorithm Rollout Optimization