44 citations · 102 across the 3 of their papers we have counts for
3 papers
cs.AI2024★ 44 cited
OpenAI o1 System Card
OpenAI, :, Aaron Jaech +261
The o1 model series is trained with large-scale reinforcement learning to reason using chain of thought. These advanced reasoning capabilities provide new avenues for improving the…
cs.LG2018★ 43 cited
Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures
Jonathan Uesato, Ananya Kumar, Csaba Szepesvari +7
This paper addresses the problem of evaluating learning systems in safety critical domains such as autonomous driving, where failures can have catastrophic consequences. We focus o…
cs.CV2018★ 15 cited
Consistent Generative Query Networks
Ananya Kumar, S. M. Ali Eslami, Danilo J. Rezende +4
Stochastic video prediction models take in a sequence of image frames, and generate a sequence of consecutive future image frames. These models typically generate future frames in…