Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control
Fuente:
arXiv
Saved in:
| Main Authors: | Cheng, Sheng, Tao, Ran, Gu, Yuliang, Wang, Shenlong, Wang, Xiaofeng, Hovakimyan, Naira |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DiffTune-MPC: Closed-Loop Learning for Model Predictive Control
by: Tao, Ran, et al.
Published: (2023)
by: Tao, Ran, et al.
Published: (2023)
Proto-MPC: An Encoder-Prototype-Decoder Approach for Quadrotor Control in Challenging Winds
by: Gu, Yuliang, et al.
Published: (2024)
by: Gu, Yuliang, et al.
Published: (2024)
A Robust Task-Level Control Architecture for Learned Dynamical Systems
by: Pathak, Eshika, et al.
Published: (2025)
by: Pathak, Eshika, et al.
Published: (2025)
Addressing Behavior Model Inaccuracies for Safe Motion Control in Uncertain Dynamic Environments
by: Sung, Minjun, et al.
Published: (2024)
by: Sung, Minjun, et al.
Published: (2024)
Geometric Tracking Control of Omnidirectional Multirotors for Aggressive Maneuvers
by: Lee, Hyungyu, et al.
Published: (2022)
by: Lee, Hyungyu, et al.
Published: (2022)
Resilient Estimator-based Control Barrier Functions for Dynamical Systems with Disturbances and Noise
by: Tao, Chuyuan, et al.
Published: (2024)
by: Tao, Chuyuan, et al.
Published: (2024)
Autotuning Bipedal Locomotion MPC with GRFM-Net for Efficient Sim-to-Real Transfer
by: Chen, Qianzhong, et al.
Published: (2024)
by: Chen, Qianzhong, et al.
Published: (2024)
Synergistic Perception and Control Simplex for Verifiable Safe Vertical Landing
by: Bansal, Ayoosh, et al.
Published: (2023)
by: Bansal, Ayoosh, et al.
Published: (2023)
$\mathcal{L}_1$Quad: $\mathcal{L}_1$ Adaptive Augmentation of Geometric Control for Agile Quadrotors with Performance Guarantees
by: Wu, Zhuohuan, et al.
Published: (2023)
by: Wu, Zhuohuan, et al.
Published: (2023)
Towards Resilient UAV: Escape Time in GPS Denied Environment with Sensor Drift
by: Yoon, Hyung-Jin, et al.
Published: (2019)
by: Yoon, Hyung-Jin, et al.
Published: (2019)
Real-Time Linear MPC for Quadrotors on SE(3): An Analytical Koopman-based Realization
by: Rajkumar, Santosh M., et al.
Published: (2024)
by: Rajkumar, Santosh M., et al.
Published: (2024)
Reinforcement Learning for Elliptical Cylinder Motion Control Tasks
by: Marczewski, Pawel, et al.
Published: (2026)
by: Marczewski, Pawel, et al.
Published: (2026)
Bregman Centroid Guided Cross-Entropy Method
by: Gu, Yuliang, et al.
Published: (2025)
by: Gu, Yuliang, et al.
Published: (2025)
Learning Tube-Certified Control using Robust Contraction Metrics
by: Sharma, Vivek, et al.
Published: (2023)
by: Sharma, Vivek, et al.
Published: (2023)
Robust Adaptive MPC in the Presence of Nonlinear Time-Varying Uncertainties: An Uncertainty Compensation Approach
by: Tao, Ran, et al.
Published: (2026)
by: Tao, Ran, et al.
Published: (2026)
Robust Adaptive MPC Using Uncertainty Compensation
by: Tao, Ran, et al.
Published: (2023)
by: Tao, Ran, et al.
Published: (2023)
Smooth Reference Command Generation and Control for Transition Flight of VTOL Aircraft Using Time-Varying Optimization
by: Kim, Jinrae, et al.
Published: (2025)
by: Kim, Jinrae, et al.
Published: (2025)
Bayesian Optimization Parameter Tuning Framework for a Lyapunov Based Path Following Controller
by: Zheng, Zhewen, et al.
Published: (2025)
by: Zheng, Zhewen, et al.
Published: (2025)
Optimization of the Model Predictive Control Meta-Parameters Through Reinforcement Learning
by: Bøhn, Eivind, et al.
Published: (2021)
by: Bøhn, Eivind, et al.
Published: (2021)
$\mathcal{L}_{1}$ Adaptive Optimizer for Online Time-Varying Convex Optimization
by: Kim, Jinrae, et al.
Published: (2024)
by: Kim, Jinrae, et al.
Published: (2024)
Joint State-Parameter Observer-Based Robust Control of a UAV for Heavy Load Transportation
by: Rego, Brenner S., et al.
Published: (2025)
by: Rego, Brenner S., et al.
Published: (2025)
Active Learning of Fractional-Order Viscoelastic Model Parameters for Realistic Haptic Rendering
by: Tolasa, Harun, et al.
Published: (2025)
by: Tolasa, Harun, et al.
Published: (2025)
Data-Driven Dynamics Modeling of Miniature Robotic Blimps Using Neural ODEs With Parameter Auto-Tuning
by: Zhu, Yongjian, et al.
Published: (2024)
by: Zhu, Yongjian, et al.
Published: (2024)
Learning to Refine Input Constrained Control Barrier Functions via Uncertainty-Aware Online Parameter Adaptation
by: Kim, Taekyung, et al.
Published: (2024)
by: Kim, Taekyung, et al.
Published: (2024)
Efficient Learning of Vehicle Controller Parameters via Multi-Fidelity Bayesian Optimization: From Simulation to Experiment
by: Zhao, Yongpeng, et al.
Published: (2025)
by: Zhao, Yongpeng, et al.
Published: (2025)
A Parameter Privacy-Preserving Strategy for Mixed-Autonomy Platoon Control
by: Zhou, Jingyuan, et al.
Published: (2024)
by: Zhou, Jingyuan, et al.
Published: (2024)
Model Predictive Path Integral Methods with Reach-Avoid Tasks and Control Barrier Functions
by: Parwana, Hardik, et al.
Published: (2024)
by: Parwana, Hardik, et al.
Published: (2024)
Robust Model Based Reinforcement Learning Using $\mathcal{L}_1$ Adaptive Control
by: Sung, Minjun, et al.
Published: (2024)
by: Sung, Minjun, et al.
Published: (2024)
A Parameter Adaptive Trajectory Tracking and Motion Control Framework for Autonomous Vehicle
by: Song, Jiarui, et al.
Published: (2024)
by: Song, Jiarui, et al.
Published: (2024)
Learning Stack-of-Tasks Management for Redundant Robots
by: Adami, Alessandro, et al.
Published: (2025)
by: Adami, Alessandro, et al.
Published: (2025)
Bellman Value Decomposition for Task Logic in Safe Optimal Control
by: Sharpless, William, et al.
Published: (2026)
by: Sharpless, William, et al.
Published: (2026)
Task and Domain Adaptive Reinforcement Learning for Robot Control
by: Liu, Yu Tang, et al.
Published: (2024)
by: Liu, Yu Tang, et al.
Published: (2024)
SMT-Based Dynamic Multi-Robot Task Allocation
by: Tuck, Victoria Marie, et al.
Published: (2024)
by: Tuck, Victoria Marie, et al.
Published: (2024)
Interpretable Data-Driven Ship Dynamics Model: Enhancing Physics-Based Motion Prediction with Parameter Optimization
by: Papandreou, Christos, et al.
Published: (2025)
by: Papandreou, Christos, et al.
Published: (2025)
Ocean Diviner: A Diffusion-Augmented Reinforcement Learning Framework for AUV Robust Control in Underwater Tasks
by: Xu, Jingzehua, et al.
Published: (2025)
by: Xu, Jingzehua, et al.
Published: (2025)
Directionality-Aware Mixture Model Parallel Sampling for Efficient Linear Parameter Varying Dynamical System Learning
by: Sun, Sunan, et al.
Published: (2023)
by: Sun, Sunan, et al.
Published: (2023)
Reactive Temporal Logic-based Planning and Control for Interactive Robotic Tasks
by: Nawaz, Farhad, et al.
Published: (2024)
by: Nawaz, Farhad, et al.
Published: (2024)
Adaptive Preload Control of Cable-Driven Parallel Robots for Handling Task
by: Reichenbach, Thomas, et al.
Published: (2024)
by: Reichenbach, Thomas, et al.
Published: (2024)
Disentangling Coordiante Frames for Task Specific Motion Retargeting in Teleoperation using Shared Control and VR Controllers
by: Grobbel, Max, et al.
Published: (2025)
by: Grobbel, Max, et al.
Published: (2025)
$\mathcal{L}_1$-DRAC: Distributionally Robust Adaptive Control
by: Gahlawat, Aditya, et al.
Published: (2025)
by: Gahlawat, Aditya, et al.
Published: (2025)
Similar Items
-
DiffTune-MPC: Closed-Loop Learning for Model Predictive Control
by: Tao, Ran, et al.
Published: (2023) -
Proto-MPC: An Encoder-Prototype-Decoder Approach for Quadrotor Control in Challenging Winds
by: Gu, Yuliang, et al.
Published: (2024) -
A Robust Task-Level Control Architecture for Learned Dynamical Systems
by: Pathak, Eshika, et al.
Published: (2025) -
Addressing Behavior Model Inaccuracies for Safe Motion Control in Uncertain Dynamic Environments
by: Sung, Minjun, et al.
Published: (2024) -
Geometric Tracking Control of Omnidirectional Multirotors for Aggressive Maneuvers
by: Lee, Hyungyu, et al.
Published: (2022)