Learning Complex Motion Plans using Neural ODEs with Safety and Stability Guarantees
Fuente:
arXiv
Saved in:
| Main Authors: | Nawaz, Farhad, Li, Tianyu, Matni, Nikolai, Figueroa, Nadia |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
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)
Occupancy-aware Trajectory Planning for Autonomous Valet Parking in Uncertain Dynamic Environments
by: Nawaz, Farhad, et al.
Published: (2025)
by: Nawaz, Farhad, et al.
Published: (2025)
Graph-based Path Planning with Dynamic Obstacle Avoidance for Autonomous Parking
by: Nawaz, Farhad, et al.
Published: (2025)
by: Nawaz, Farhad, et al.
Published: (2025)
Elastic Motion Policy: An Adaptive Dynamical System for Robust and Efficient One-Shot Imitation Learning
by: Li, Tianyu, et al.
Published: (2025)
by: Li, Tianyu, et al.
Published: (2025)
Safe Planning in Interactive Environments via Iterative Policy Updates and Adversarially Robust Conformal Prediction
by: Mirzaeedodangeh, Omid, et al.
Published: (2025)
by: Mirzaeedodangeh, Omid, et al.
Published: (2025)
Active Probing with Multimodal Predictions for Motion Planning
by: Gadginmath, Darshan, et al.
Published: (2025)
by: Gadginmath, Darshan, et al.
Published: (2025)
Quad-LCD: Layered Control Decomposition Enables Actuator-Feasible Quadrotor Trajectory Planning
by: Srikanthan, Anusha, et al.
Published: (2025)
by: Srikanthan, Anusha, 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)
Quadrotor Stabilization with Safety Guarantees: A Universal Formula Approach
by: Li, Ming, et al.
Published: (2024)
by: Li, Ming, et al.
Published: (2024)
Towards a Theory of Control Architecture: A quantitative framework for layered multi-rate control
by: Matni, Nikolai, et al.
Published: (2024)
by: Matni, Nikolai, et al.
Published: (2024)
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)
Limiting Computation Levels in Prioritized Trajectory Planning with Safety Guarantees
by: Xu, Jianye, et al.
Published: (2024)
by: Xu, Jianye, 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)
Seamless Capture and Stabilization of Spinning Satellites By Space Robots with Spinning Base
by: Aghili, Farhad
Published: (2024)
by: Aghili, Farhad
Published: (2024)
Physics-Embedded Neural ODEs for Learning Antagonistic Pneumatic Artificial Muscle Dynamics
by: Wang, Xinyao, et al.
Published: (2026)
by: Wang, Xinyao, et al.
Published: (2026)
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)
Guaranteed Rejection-free Sampling Method Using Past Behaviours for Motion Planning of Autonomous Systems
by: Enevoldsen, Thomas T., et al.
Published: (2021)
by: Enevoldsen, Thomas T., et al.
Published: (2021)
Learning Robust Agile Flight Control with Stability Guarantees
by: Pries, Lukas, et al.
Published: (2025)
by: Pries, Lukas, et al.
Published: (2025)
Gradient Field-Based Dynamic Window Approach for Collision Avoidance in Complex Environments
by: Zhang, Ze, et al.
Published: (2025)
by: Zhang, Ze, et al.
Published: (2025)
Bayesian Safety Guarantees for Port-Hamiltonian Systems with Learned Energy Functions
by: Leung, Chi Ho, et al.
Published: (2025)
by: Leung, Chi Ho, et al.
Published: (2025)
Deep Reinforcement Learning Graphs: Feedback Motion Planning via Neural Lyapunov Verification
by: Ghanbarzadeh, Armin, et al.
Published: (2023)
by: Ghanbarzadeh, Armin, et al.
Published: (2023)
Agile Decision-Making and Safety-Critical Motion Planning for Emergency Autonomous Vehicles
by: Shu, Yiming, et al.
Published: (2024)
by: Shu, Yiming, et al.
Published: (2024)
Why Change Your Controller When You Can Change Your Planner: Drag-Aware Trajectory Generation for Quadrotor Systems
by: Zhang, Hanli, et al.
Published: (2024)
by: Zhang, Hanli, et al.
Published: (2024)
No Minima, No Collisions: Combining Modulation and Control Barrier Function Strategies for Feasible Dynamic Collision Avoidance
by: Xue, Yifan, et al.
Published: (2025)
by: Xue, Yifan, et al.
Published: (2025)
Safety Evaluation of Motion Plans Using Trajectory Predictors as Forward Reachable Set Estimators
by: Chakraborty, Kaustav, et al.
Published: (2025)
by: Chakraborty, Kaustav, et al.
Published: (2025)
A Modular Framework for Motion Planning using Safe-by-Design Motion Primitives
by: Vukosavljev, Marijan, et al.
Published: (2019)
by: Vukosavljev, Marijan, et al.
Published: (2019)
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)
Viability-Preserving Passive Torque Control
by: Zhang, Zizhe, et al.
Published: (2025)
by: Zhang, Zizhe, et al.
Published: (2025)
Coordinating Planning and Tracking in Layered Control Policies via Actor-Critic Learning
by: Yang, Fengjun, et al.
Published: (2024)
by: Yang, Fengjun, et al.
Published: (2024)
Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning
by: Binny, Allen Emmanuel, et al.
Published: (2025)
by: Binny, Allen Emmanuel, et al.
Published: (2025)
Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations
by: Wang, Yanwei, et al.
Published: (2022)
by: Wang, Yanwei, et al.
Published: (2022)
Robust Predictive Motion Planning by Learning Obstacle Uncertainty
by: Zhou, Jian, et al.
Published: (2024)
by: Zhou, Jian, et al.
Published: (2024)
AD-NODE: Adaptive Dynamics Learning with Neural ODEs for Mobile Robots Control
by: Yu, Shao-Yi, et al.
Published: (2025)
by: Yu, Shao-Yi, et al.
Published: (2025)
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)
Probabilistic Prediction of Ship Maneuvering Motion using Ensemble Learning with Feedforward Neural Networks
by: Wakita, Kouki, et al.
Published: (2024)
by: Wakita, Kouki, et al.
Published: (2024)
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)
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)
A Real-Time Control Barrier Function-Based Safety Filter for Motion Planning with Arbitrary Road Boundary Constraints
by: Xu, Jianye, et al.
Published: (2025)
by: Xu, Jianye, et al.
Published: (2025)
SAFE--MA--RRT: Multi-Agent Motion Planning with Data-Driven Safety Certificates
by: Esmaeili, Babak, et al.
Published: (2025)
by: Esmaeili, Babak, et al.
Published: (2025)
Similar Items
-
Reactive Temporal Logic-based Planning and Control for Interactive Robotic Tasks
by: Nawaz, Farhad, et al.
Published: (2024) -
Goal-Conditioned Neural ODEs with Guaranteed Safety and Stability for Learning-Based All-Pairs Motion Planning
by: Liu, Dechuan, et al.
Published: (2026) -
Occupancy-aware Trajectory Planning for Autonomous Valet Parking in Uncertain Dynamic Environments
by: Nawaz, Farhad, et al.
Published: (2025) -
Graph-based Path Planning with Dynamic Obstacle Avoidance for Autonomous Parking
by: Nawaz, Farhad, et al.
Published: (2025) -
Elastic Motion Policy: An Adaptive Dynamical System for Robust and Efficient One-Shot Imitation Learning
by: Li, Tianyu, et al.
Published: (2025)