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Aayushman Sharma
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2020 – today
- 2024
- [c3]Aayushman Sharma, Zirui Mao, Haiying Yang, Suman Chakravorty, Michael J. Demkowicz, Dileep Kalathil:
Optimal Control of Material Micro-Structures. ACC 2024: 4302-4307 - [i5]Mohamed Naveed Gul Mohamed, Aayushman Sharma, Raman Goyal, Suman Chakravorty:
An Optimal Solution to Infinite Horizon Nonlinear Control Problems: Part II. CoRR abs/2403.16979 (2024) - 2023
- [c2]Aayushman Sharma, Suman Chakravorty:
A Reduced Order Iterative Linear Quadratic Regulator (ILQR) Technique for the Optimal Control of Nonlinear Partial Differential Equations. ACC 2023: 3389-3394 - [i4]Chihyeon Song, Aayushman Sharma, Raman Goyal, Alejandro Brito, Saman Mostafavi:
A Data-Driven Modeling and Control Framework for Physics-Based Building Emulators. CoRR abs/2301.13447 (2023) - [i3]Aayushman Sharma, Suman Chakravorty:
On Data-Driven Surrogate Modeling for Nonlinear Optimal Control. CoRR abs/2310.13147 (2023) - 2022
- [i2]Aayushman Sharma, Zirui Mao, Haiying Yang, Suman Chakravorty, Michael J. Demkowicz, Dileep Kalathil:
Optimal Control of Material Micro-Structures. CoRR abs/2210.06734 (2022) - 2021
- [c1]Ran Wang, Karthikeya S. Parunandi, Aayushman Sharma, Raman Goyal, Suman Chakravorty:
On the Search for Feedback in Reinforcement Learning. CDC 2021: 1560-1567 - 2020
- [i1]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 abs/2002.07368 (2020)
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