Ananya Kumar

I am a Research Lead at OpenAI working on generalization and exploration in reinforcement learning, and was a core contributor to o1 and gpt-4.5. Before that, I was a PhD student at Stanford University advised by Percy Liang and Tengyu Ma. At Stanford, I developed theory and methods for pretraining, fine-tuning, and out-of-distribution generalization. Our…