Bayesian Safety Guarantees for Port-Hamiltonian Systems with Learned Energy Functions
Fuente:
arXiv
Saved in:
| Main Authors: | Leung, Chi Ho, Paré, Philip E. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Port-Transversal Barriers: Graph-Theoretic Safety for Port-Hamiltonian Systems
by: Leung, Chi Ho, et al.
Published: (2026)
by: Leung, Chi Ho, et al.
Published: (2026)
Collaborative Safety-Critical Formation Control with Obstacle Avoidance
by: Butler, Brooks A., et al.
Published: (2024)
by: Butler, Brooks A., et al.
Published: (2024)
Learning Passive Continuous-Time Dynamics with Multistep Port-Hamiltonian Gaussian Processes
by: Leung, Chi Ho, et al.
Published: (2025)
by: Leung, Chi Ho, et al.
Published: (2025)
Collaborative Safe Formation Control for Coupled Multi-Agent Systems
by: Butler, Brooks A., et al.
Published: (2023)
by: Butler, Brooks A., et al.
Published: (2023)
Spectral Flow Learning Theory: Finite-Sample Guarantees for Vector-Field Identification
by: Leung, Chi Ho, et al.
Published: (2025)
by: Leung, Chi Ho, et al.
Published: (2025)
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions
by: Mazouz, Rayan, et al.
Published: (2022)
by: Mazouz, Rayan, et al.
Published: (2022)
Learning Input Constrained Control Barrier Functions for Guaranteed Safety of Car-Like Robots
by: Brüggemann, Sven, et al.
Published: (2024)
by: Brüggemann, Sven, et al.
Published: (2024)
Online Identification of Time-Varying Systems Using Excitation Sets and Change Point Detection
by: Leung, Chi Ho, et al.
Published: (2024)
by: Leung, Chi Ho, et al.
Published: (2024)
Early-Terminable Energy-Safe Iterative Coupling for Parallel Simulation of Port-Hamiltonian Systems
by: Wei, Qi, et al.
Published: (2026)
by: Wei, Qi, et al.
Published: (2026)
The Port-Hamiltonian Structure of Vehicle Manipulator Systems
by: Rashad, Ramy
Published: (2026)
by: Rashad, Ramy
Published: (2026)
Leveraging Port-Hamiltonian Theory for Impedance Control Benchmarking
by: Santos, Leonardo F. Dos, et al.
Published: (2025)
by: Santos, Leonardo F. Dos, et al.
Published: (2025)
Physics-Constrained Learning for PDE Systems with Uncertainty Quantified Port-Hamiltonian Models
by: Tan, Kaiyuan, et al.
Published: (2024)
by: Tan, Kaiyuan, et al.
Published: (2024)
Port-Hamiltonian Neural ODE Networks on Lie Groups For Robot Dynamics Learning and Control
by: Duong, Thai, et al.
Published: (2024)
by: Duong, Thai, et al.
Published: (2024)
Safe Reference Tracking and Collision Avoidance for Taxiing Aircraft Using an MPC-CBF Framework
by: Butler, Brooks A., et al.
Published: (2024)
by: Butler, Brooks A., et al.
Published: (2024)
Towards Fast and Safety-Guaranteed Trajectory Planning and Tracking for Time-Varying Systems
by: Siriya, Seth, et al.
Published: (2024)
by: Siriya, Seth, et al.
Published: (2024)
Learning Complex Motion Plans using Neural ODEs with Safety and Stability Guarantees
by: Nawaz, Farhad, et al.
Published: (2023)
by: Nawaz, Farhad, et al.
Published: (2023)
A Geometric Task-Space Port-Hamiltonian Formulation for Redundant Manipulators
by: Califano, Federico, et al.
Published: (2025)
by: Califano, Federico, et al.
Published: (2025)
Quadrotor Stabilization with Safety Guarantees: A Universal Formula Approach
by: Li, Ming, et al.
Published: (2024)
by: Li, Ming, et al.
Published: (2024)
Collaborative Safety-Critical Control for Dynamically Coupled Networked Systems
by: Butler, Brooks A., et al.
Published: (2023)
by: Butler, Brooks A., et al.
Published: (2023)
Goal-Conditioned Neural ODEs with Guaranteed Safety and Stability for Learning-Based All-Pairs Motion Planning
by: Liu, Dechuan, et al.
Published: (2026)
by: Liu, Dechuan, et al.
Published: (2026)
Safety-Guaranteed Imitation Learning from Nonlinear Model Predictive Control for Spacecraft Close Proximity Operations
by: Meinert, Alexander, et al.
Published: (2026)
by: Meinert, Alexander, et al.
Published: (2026)
Limiting Computation Levels in Prioritized Trajectory Planning with Safety Guarantees
by: Xu, Jianye, et al.
Published: (2024)
by: Xu, Jianye, et al.
Published: (2024)
Learning Hamiltonian Dynamics with Bayesian Data Assimilation
by: Kim, Taehyeun, et al.
Published: (2025)
by: Kim, Taehyeun, et al.
Published: (2025)
Self-organizing Multiagent Target Enclosing under Limited Information and Safety Guarantees
by: Ranjan, Praveen Kumar, et al.
Published: (2024)
by: Ranjan, Praveen Kumar, et al.
Published: (2024)
Probabilistic Safety Guarantee for Stochastic Control Systems Using Average Reward MDPs
by: Omidi, Saber, et al.
Published: (2025)
by: Omidi, Saber, et al.
Published: (2025)
MPC as a Copilot: A Predictive Filter Framework with Safety and Stability Guarantees
by: Yan, Yunda, et al.
Published: (2026)
by: Yan, Yunda, et al.
Published: (2026)
Auxiliary-Variable Adaptive Control Barrier Functions for Safety Critical Systems
by: Liu, Shuo, et al.
Published: (2023)
by: Liu, Shuo, et al.
Published: (2023)
Learning Piecewise Residuals of Control Barrier Functions for Safety of Switching Systems using Multi-Output Gaussian Processes
by: Aali, Mohammad, et al.
Published: (2024)
by: Aali, Mohammad, et al.
Published: (2024)
Finite-Step Invariant Sets for Hybrid Systems with Probabilistic Guarantees
by: Madabushi, Varun, et al.
Published: (2026)
by: Madabushi, Varun, et al.
Published: (2026)
Guarantees on Robot System Performance Using Stochastic Simulation Rollouts
by: Vincent, Joseph A., et al.
Published: (2023)
by: Vincent, Joseph A., et al.
Published: (2023)
Learning Robust Agile Flight Control with Stability Guarantees
by: Pries, Lukas, et al.
Published: (2025)
by: Pries, Lukas, et al.
Published: (2025)
The Safety Shell: an Architecture to Handle Functional Insufficiencies in Automated Driving
by: Hanselaar, C. A. J., et al.
Published: (2023)
by: Hanselaar, C. A. J., et al.
Published: (2023)
Safety-Critical Control for Autonomous Systems: Control Barrier Functions via Reduced-Order Models
by: Cohen, Max H., et al.
Published: (2024)
by: Cohen, Max H., et al.
Published: (2024)
Constructive Safety-Critical Control: Synthesizing Control Barrier Functions for Partially Feedback Linearizable Systems
by: Cohen, Max H., et al.
Published: (2024)
by: Cohen, Max H., et al.
Published: (2024)
Risk-Aware Safety Filters with Poisson Safety Functions and Laplace Guidance Fields
by: Bahati, Gilbert, et al.
Published: (2025)
by: Bahati, Gilbert, et al.
Published: (2025)
Zero-Order Control Barrier Functions for Sampled-Data Systems with State and Input Dependent Safety Constraints
by: Tan, Xiao, et al.
Published: (2024)
by: Tan, Xiao, et al.
Published: (2024)
Distributed Predictive Control Barrier Functions: Towards Scalable Safety Certification in Modular Multi-Agent Systems
by: Ohnemus, Jonas, et al.
Published: (2026)
by: Ohnemus, Jonas, et al.
Published: (2026)
From Space to Time: Enabling Adaptive Safety with Learned Value Functions via Disturbance Recasting
by: Tonkens, Sander, et al.
Published: (2025)
by: Tonkens, Sander, et al.
Published: (2025)
Beyond Safety Filtering: Control Barrier Function-Informed Reinforcement Learning for Connected and Automated Vehicles
by: Xu, Jianye, et al.
Published: (2026)
by: Xu, Jianye, et al.
Published: (2026)
Density-Driven Optimal Control: Convergence Guarantees for Stochastic LTI Multi-Agent Systems
by: Lee, Kooktae
Published: (2026)
by: Lee, Kooktae
Published: (2026)
Similar Items
-
Port-Transversal Barriers: Graph-Theoretic Safety for Port-Hamiltonian Systems
by: Leung, Chi Ho, et al.
Published: (2026) -
Collaborative Safety-Critical Formation Control with Obstacle Avoidance
by: Butler, Brooks A., et al.
Published: (2024) -
Learning Passive Continuous-Time Dynamics with Multistep Port-Hamiltonian Gaussian Processes
by: Leung, Chi Ho, et al.
Published: (2025) -
Collaborative Safe Formation Control for Coupled Multi-Agent Systems
by: Butler, Brooks A., et al.
Published: (2023) -
Spectral Flow Learning Theory: Finite-Sample Guarantees for Vector-Field Identification
by: Leung, Chi Ho, et al.
Published: (2025)