Receding-Constraint Model Predictive Control using a Learned Approximate Control-Invariant Set
Fuente:
arXiv
Saved in:
| Main Authors: | Lunardi, Gianni, La Rocca, Asia, Saveriano, Matteo, Del Prete, Andrea |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Parallel-Constraint Model Predictive Control: Exploiting Parallel Computation for Improving Safety
by: Fontanari, Elias, et al.
Published: (2025)
by: Fontanari, Elias, et al.
Published: (2025)
VBOC: Learning the Viability Boundary of a Robot Manipulator using Optimal Control
by: La Rocca, Asia, et al.
Published: (2023)
by: La Rocca, Asia, et al.
Published: (2023)
Multi-contact Stochastic Predictive Control for Legged Robots with Contact Locations Uncertainty
by: Gazar, Ahmad, et al.
Published: (2023)
by: Gazar, Ahmad, et al.
Published: (2023)
Reactive Robot Navigation Using Quasi-conformal Mappings and Control Barrier Functions
by: Notomista, Gennaro, et al.
Published: (2024)
by: Notomista, Gennaro, et al.
Published: (2024)
Hybrid Lyapunov-based feedback stabilization of bipedal locomotion based on reference spreading
by: Bertollo, Riccardo, et al.
Published: (2024)
by: Bertollo, Riccardo, et al.
Published: (2024)
A Passive Variable Impedance Control Strategy with Viscoelastic Parameters Estimation of Soft Tissues for Safe Ultrasonography
by: Beber, Luca, et al.
Published: (2023)
by: Beber, Luca, et al.
Published: (2023)
Spatiotemporal Receding Horizon Control with Proactive Interaction Towards Autonomous Driving in Dense Traffic
by: Zheng, Lei, et al.
Published: (2023)
by: Zheng, Lei, et al.
Published: (2023)
A Unified Formulation of Geometry-aware Dynamic Movement Primitives
by: Abu-Dakka, Fares J., et al.
Published: (2022)
by: Abu-Dakka, Fares J., et al.
Published: (2022)
Model Predictive Trees: Sample-Efficient Receding Horizon Planning with Reusable Tree Search
by: Lathrop, John, et al.
Published: (2024)
by: Lathrop, John, et al.
Published: (2024)
Real-Time Online Learning for Model Predictive Control using a Spatio-Temporal Gaussian Process Approximation
by: Bartels, Lars, et al.
Published: (2026)
by: Bartels, Lars, et al.
Published: (2026)
Dense Fixed-Wing Swarming using Receding-Horizon NMPC
by: Madabushi, Varun, et al.
Published: (2025)
by: Madabushi, Varun, et al.
Published: (2025)
Multi-AAV Cooperative Path Planning using Nonlinear Model Predictive Control with Localization Constraints
by: Manoharan, Amith, et al.
Published: (2022)
by: Manoharan, Amith, et al.
Published: (2022)
Dynamics-Invariant Quadrotor Control using Scale-Aware Deep Reinforcement Learning
by: Vaidya, Varad, et al.
Published: (2025)
by: Vaidya, Varad, et al.
Published: (2025)
Maximal Controlled Invariant-MPC: Enhancing Feasibility and Reducing Conservatism through Terminal CBF Constraint in Safety-Critical Control
by: Dokania, Tanmay, et al.
Published: (2026)
by: Dokania, Tanmay, et al.
Published: (2026)
Exact and Approximate Convex Reformulation of Linear Stochastic Optimal Control with Chance Constraints
by: Dokania, Tanmay, et al.
Published: (2026)
by: Dokania, Tanmay, et al.
Published: (2026)
Learning-Based Approximate Nonlinear Model Predictive Control Motion Cueing
by: Arango, Camilo Gonzalez, et al.
Published: (2025)
by: Arango, Camilo Gonzalez, et al.
Published: (2025)
Diffusion Predictive Control with Constraints
by: Römer, Ralf, et al.
Published: (2024)
by: Römer, Ralf, et al.
Published: (2024)
Code Generation and Conic Constraints for Model-Predictive Control on Microcontrollers with Conic-TinyMPC
by: Mahajan, Ishaan, et al.
Published: (2024)
by: Mahajan, Ishaan, et al.
Published: (2024)
Safe and Performant Controller Synthesis using Gradient-based Model Predictive Control and Control Barrier Functions
by: Singh, Aditya, et al.
Published: (2025)
by: Singh, Aditya, et al.
Published: (2025)
Risk-Averse Receding Horizon Motion Planning for Obstacle Avoidance using Coherent Risk Measures
by: Dixit, Anushri, et al.
Published: (2022)
by: Dixit, Anushri, et al.
Published: (2022)
Set-Theoretic Receding Horizon Control for Obstacle Avoidance and Overtaking in Autonomous Highway Driving
by: Cario, Gianni, et al.
Published: (2026)
by: Cario, Gianni, et al.
Published: (2026)
Multi-Constraint Safe Reinforcement Learning via Closed-form Solution for Log-Sum-Exp Approximation of Control Barrier Functions
by: Wang, Chenggang, et al.
Published: (2025)
by: Wang, Chenggang, et al.
Published: (2025)
Adaptive Nonlinear Model Predictive Control for a Real-World Labyrinth Game
by: Gaber, Johannes, et al.
Published: (2024)
by: Gaber, Johannes, et al.
Published: (2024)
Contextual Tuning of Model Predictive Control for Autonomous Racing
by: Fröhlich, Lukas P., et al.
Published: (2021)
by: Fröhlich, Lukas P., et al.
Published: (2021)
Control of Microrobots with Reinforcement Learning under On-Device Compute Constraints
by: Liu, Yichen, et al.
Published: (2025)
by: Liu, Yichen, et al.
Published: (2025)
Six-DoF Stewart Platform Motion Simulator Control using Switchable Model Predictive Control
by: Zhao, Jiangwei, et al.
Published: (2025)
by: Zhao, Jiangwei, et al.
Published: (2025)
Multi-Timescale Model Predictive Control for Slow-Fast Systems
by: Schroth, Lukas, et al.
Published: (2025)
by: Schroth, Lukas, et al.
Published: (2025)
Collision-Free Platooning of Mobile Robots through a Set-Theoretic Predictive Control Approach
by: Rajkumar, Suryaprakash, et al.
Published: (2024)
by: Rajkumar, Suryaprakash, et al.
Published: (2024)
Extracting Forward Invariant Sets from Neural Network-Based Control Barrier Functions
by: Vaisi, Goli, et al.
Published: (2025)
by: Vaisi, Goli, et al.
Published: (2025)
DiffTune-MPC: Closed-Loop Learning for Model Predictive Control
by: Tao, Ran, et al.
Published: (2023)
by: Tao, Ran, et al.
Published: (2023)
Learning Model Predictive Control with Error Dynamics Regression for Autonomous Racing
by: Xue, Haoru, et al.
Published: (2023)
by: Xue, Haoru, et al.
Published: (2023)
Adaptive Legged Locomotion via Online Learning for Model Predictive Control
by: Zhou, Hongyu, et al.
Published: (2025)
by: Zhou, Hongyu, et al.
Published: (2025)
Bridging Model Predictive Control and Deep Learning for Scalable Reachability Analysis
by: Feng, Zeyuan, et al.
Published: (2025)
by: Feng, Zeyuan, et al.
Published: (2025)
Learning-Based Design of Off-Policy Gaussian Controllers: Integrating Model Predictive Control and Gaussian Process Regression
by: Tekumatla, Shiva Kumar, et al.
Published: (2024)
by: Tekumatla, Shiva Kumar, et al.
Published: (2024)
Singularity-Avoidance Control of Robotic Systems with Model Mismatch and Actuator Constraints
by: Wu, Mingkun, et al.
Published: (2024)
by: Wu, Mingkun, et al.
Published: (2024)
Secure Safety Filter: Towards Safe Flight Control under Sensor Attacks
by: Tan, Xiao, et al.
Published: (2025)
by: Tan, Xiao, et al.
Published: (2025)
Stair Climbing using the Angular Momentum Linear Inverted Pendulum Model and Model Predictive Control
by: Dosunmu-Ogunbi, Oluwami, et al.
Published: (2023)
by: Dosunmu-Ogunbi, Oluwami, et al.
Published: (2023)
Reinforcement Learning-Based Neuroadaptive Control of Robotic Manipulators under Deferred Constraints
by: Nohooji, Hamed Rahimi, et al.
Published: (2025)
by: Nohooji, Hamed Rahimi, et al.
Published: (2025)
Benchmarking Model Predictive Control and Reinforcement Learning Based Control for Legged Robot Locomotion in MuJoCo Simulation
by: Akki, Shivayogi, et al.
Published: (2025)
by: Akki, Shivayogi, et al.
Published: (2025)
A Learning-Based Model Predictive Contouring Control for Vehicle Evasive Manoeuvres
by: Bertipaglia, Alberto, et al.
Published: (2024)
by: Bertipaglia, Alberto, et al.
Published: (2024)
Similar Items
-
Parallel-Constraint Model Predictive Control: Exploiting Parallel Computation for Improving Safety
by: Fontanari, Elias, et al.
Published: (2025) -
VBOC: Learning the Viability Boundary of a Robot Manipulator using Optimal Control
by: La Rocca, Asia, et al.
Published: (2023) -
Multi-contact Stochastic Predictive Control for Legged Robots with Contact Locations Uncertainty
by: Gazar, Ahmad, et al.
Published: (2023) -
Reactive Robot Navigation Using Quasi-conformal Mappings and Control Barrier Functions
by: Notomista, Gennaro, et al.
Published: (2024) -
Hybrid Lyapunov-based feedback stabilization of bipedal locomotion based on reference spreading
by: Bertollo, Riccardo, et al.
Published: (2024)