Gupta, Vijay

7 publications

ICML 2025 End-to-End Learning Framework for Solving Non-Markovian Optimal Control Xiaole Zhang, Peiyu Zhang, Xiongye Xiao, Shixuan Li, Vasileios Tzoumas, Vijay Gupta, Paul Bogdan

NeurIPS 2025 Principled Long-Tailed Generative Modeling via Diffusion Models Pranoy Das, Kexin Fu, Abolfazl Hashemi, Vijay Gupta

L4DC 2025 Scalable Natural Policy Gradient for General-Sum Linear Quadratic Games with Known Parameters Mostafa Shibl, Wesley Suttle, Vijay Gupta

AISTATS 2024 Sampling-Based Safe Reinforcement Learning for Nonlinear Dynamical Systems Wesley Suttle, Vipul Kumar Sharma, Krishna Chaitanya Kosaraju, Sivaranjani Seetharaman, Ji Liu, Vijay Gupta, Brian M Sadler

L4DC 2024 Towards Model-Free LQR Control over Rate-Limited Channels Aritra Mitra, Lintao Ye, Vijay Gupta

NeurIPS 2022 Revisit Last-Iterate Convergence of mSGD Under Milder Requirement on Step Size Ruinan Jin, Xingkang He, Lang Chen, Difei Cheng, Vijay Gupta

L4DC 2020 Data-Driven Identification of Approximate Passive Linear Models for Nonlinear Systems S. Sivaranjani, Etika Agarwal, Vijay Gupta