Aayushman Sharma

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Infinite Horizon

Linear Quadratic

Optimal Control

Control Problems

Top Venues

Publications

Mohamed Naveed Gul Mohamed, Aayushman Sharma, Raman Goyal, Suman Chakravorty
An Optimal Solution to Infinite Horizon Nonlinear Control Problems: Part II. CoRR (2024)
Aayushman Sharma, Suman Chakravorty
A Reduced Order Iterative Linear Quadratic Regulator (ILQR) Technique for the Optimal Control of Nonlinear Partial Differential Equations. ACC (2023)
Chihyeon Song, Aayushman Sharma, Raman Goyal, Alejandro Brito, Saman Mostafavi
A Data-Driven Modeling and Control Framework for Physics-Based Building Emulators. CoRR (2023)
Aayushman Sharma, Suman Chakravorty
On Data-Driven Surrogate Modeling for Nonlinear Optimal Control. CoRR (2023)
Aayushman Sharma, Zirui Mao, Haiying Yang, Suman Chakravorty, Michael J. Demkowicz, Dileep Kalathil
Optimal Control of Material Micro-Structures. CoRR (2022)
Ran Wang, Karthikeya S. Parunandi, Aayushman Sharma, Raman Goyal, Suman Chakravorty
On the Search for Feedback in Reinforcement Learning. CDC (2021)
Karthikeya S. Parunandi, Aayushman Sharma, Suman Chakravorty, Dileep M. Kalathil
D2C 2.0: Decoupled Data-Based Approach for Learning to Control Stochastic Nonlinear Systems via Model-Free ILQR. CoRR (2020)