Udaya Ghai

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Exponentiated Gradient

Regret Minimization

Top Venues

Publications

Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan
Online Nonstochastic Model-Free Reinforcement Learning. CoRR (2023)
Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan
Online Nonstochastic Model-Free Reinforcement Learning. NeurIPS (2023)
Udaya Ghai, Udari Madhushani, Naomi Ehrich Leonard, Elad Hazan
A Regret Minimization Approach to Multi-Agent Contro. CoRR (2022)
Udaya Ghai, Xinyi Chen, Elad Hazan, Alexandre Megretski
Robust Online Control with Model Misspecification. L4DC (2022)
Udaya Ghai, Udari Madhushani, Naomi Ehrich Leonard, Elad Hazan
A Regret Minimization Approach to Multi-Agent Control. ICML (2022)
Udaya Ghai, Zhou Lu, Elad Hazan
Non-convex online learning via algorithmic equivalence. CoRR (2022)
Udaya Ghai, Zhou Lu, Elad Hazan
Non-convex online learning via algorithmic equivalence. NeurIPS (2022)
Udaya Ghai, David Snyder, Anirudha Majumdar, Elad Hazan
Generating Adversarial Disturbances for Controller Verification. L4DC (2021)
Xinyi Chen, Udaya Ghai, Elad Hazan, Alexandre Megretski
Robust Online Control with Model Misspecification. CoRR (2021)
Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan
Machine Learning for Mechanical Ventilation Control. CoRR (2021)
Paula Gradu, John Hallman, Daniel Suo, Alex Yu, Naman Agarwal, Udaya Ghai, Karan Singh, Cyril Zhang, Anirudha Majumdar, Elad Hazan
Deluca - A Differentiable Control Library: Environments, Methods, and Benchmarking. CoRR (2021)
Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan
Machine Learning for Mechanical Ventilation Control (Extended Abstract). CoRR (2021)
Udaya Ghai, Holden Lee, Karan Singh, Cyril Zhang, Yi Zhang
No-Regret Prediction in Marginally Stable Systems. CoRR (2020)
Udaya Ghai, Elad Hazan, Yoram Singer
Exponentiated Gradient Meets Gradient Descent. ALT (2020)
Udaya Ghai, Holden Lee, Karan Singh, Cyril Zhang, Yi Zhang
No-Regret Prediction in Marginally Stable Systems. COLT (2020)
Udaya Ghai, David Snyder, Anirudha Majumdar, Elad Hazan
Generating Adversarial Disturbances for Controller Verification. CoRR (2020)
Udaya Ghai, Elad Hazan, Yoram Singer
Exponentiated Gradient Meets Gradient Descent. CoRR (2019)