William D. Martinez

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upvoted 3 papers about 1 month ago

AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks

Paper • 2609.38288 • Published Sep 29 • 88

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published Sep 29 • 168

MaLiang-Harness: A Programmable Path to Image and Video Generation

Paper • 2609.34309 • Published Sep 28 • 89