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Laura Zheng

2 papers · 2021–2023 · 1 venue · across top CS/AI venues

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Achievements

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Venues

NeurIPS (2)

Top co-authors

Ming Lin (2) Yu Shen (1) Ryan Sullivan (1) Yi-Ling Qiao (1) Tom Goldstein (1) Sanghyun Son (1) Manli Shu (1) Weizi Li (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Applications (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

policy gradient (1) adversarial training (1) variance reduction (1) sensitivity analysis (1) image corruption (1) perturbation robustness (1) proximal policy optimization (1) neural network robustness (1) analytical gradient (1) neural network (1) differentiable environment (1) self-driving car (1) autonomous steering (1)

Papers

Gradient Informed Proximal Policy Optimization NeurIPS 2023 Gradient-Free Adversarial Training Against Image Corruption for Learning-based Steering NeurIPS 2021