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Sheng Cheng
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L1Adaptive Augmentation for Geometric Tracking Control of Quadrotors
Z Wu, S Cheng, KA Ackerman, A Gahlawat, A Lakshmanan, P Zhao, ...
2022 International Conference on Robotics and Automation (ICRA), 1329-1336, 2022
222022
Cooperative Mapping and Target Search Over an Unknown Occupancy Graph Using Mutual Information
A Wolek, S Cheng, D Goswami, DA Paley
IEEE Robotics and Automation Letters 5 (2), 1071-1078, 2020
142020
Difftune: Auto-tuning through auto-differentiation
S Cheng, M Kim, L Song, C Yang, Y Jin, S Wang, N Hovakimyan
arXiv preprint arXiv:2209.10021, 2022
92022
Optimal guidance and estimation of a 2D diffusion–advection process by a team of mobile sensors
S Cheng, DA Paley
Automatica 137, 110112, 2022
72022
Optimal control of a 2D diffusion-advection process with a team of mobile actuators under jointly optimal guidance
S Cheng, DA Paley
Automatica 133, 109866, 2021
72021
DiffTune: Hyperparameter-Free Auto-Tuning using Auto-Differentiation
S Cheng, L Song, M Kim, S Wang, N Hovakimyan
Learning for Dynamics and Control Conference, 170-183, 2023
52023
Optimal control of a 1D diffusion process with a team of mobile actuators under jointly optimal guidance
S Cheng, DA Paley
2020 American Control Conference (ACC), 3449-3454, 2020
52020
Optimal guidance of a team of mobile actuators for controlling a 1D diffusion process with unknown initial conditions
S Cheng, DA Paley
2021 American Control Conference (ACC), 1493-1498, 2021
42021
An optimality gap test for a semidefinite relaxation of a quadratic program with two quadratic constraints
S Cheng, NC Martins
SIAM Journal on Optimization 31 (1), 866-886, 2021
32021
Optimal guidance and estimation of a 1D diffusion process by a team of mobile sensors
S Cheng, DA Paley
2020 59th IEEE Conference on Decision and Control (CDC), 1222-1228, 2020
32020
Reaching a target within a gps-denied or costly area: A two-stage optimal control approach
S Cheng
University of Maryland, College Park, 2018
32018
Cooperative estimation and control of a diffusion-based spatiotemporal process using mobile sensors and actuators
S Cheng, DA Paley
Autonomous Robots, 1-17, 2023
22023
Research on Ping-Pong Balls Collecting Robot Based on Embedded Vision Processing System
S Cheng
Applied Mechanics and Materials 511, 838-841, 2014
22014
DiffTune-MPC: Closed-Loop Learning for Model Predictive Control
R Tao, S Cheng, X Wang, S Wang, N Hovakimyan
arXiv preprint arXiv:2312.11384, 2023
12023
Simultaneous Spatial and Temporal Assignment for Fast UAV Trajectory Optimization using Bilevel Optimization
Q Chen, S Cheng, N Hovakimyan
IEEE Robotics and Automation Letters, 2023
12023
Quad: Adaptive Augmentation of Geometric Control for Agile Quadrotors with Performance Guarantees
Z Wu, S Cheng, P Zhao, A Gahlawat, KA Ackerman, A Lakshmanan, ...
arXiv preprint arXiv:2302.07208, 2023
12023
DiffTune: Hyperparameter-Free Auto-Tuning using Auto-Differentiation
S Cheng, L Song, M Kim, S Wang, N Hovakimyan
arXiv preprint arXiv:2212.03194, 2022
12022
Reaching a target in a time-costly area using a two-stage optimal control method
S Cheng, NC Martins
2019 American Control Conference (ACC), 4903-4910, 2019
12019
An Optimization-Based Planner with B-spline Parameterized Continuous-Time Reference Signals
C Tao, S Cheng, Y Zhao, F Wang, N Hovakimyan
arXiv preprint arXiv:2404.00133, 2024
2024
Proto-MPC: An Encoder-Prototype-Decoder Approach for Quadrotor Control in Challenging Winds
Y Gu, S Cheng, N Hovakimyan
arXiv preprint arXiv:2401.15508, 2024
2024
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