Learning Maximal Safe Sets Using Hypernetworks for MPC-based Local Trajectory Planning in Unknown Environments
Fuente:
arXiv
Saved in:
| Main Authors: | Derajić, Bojan, Bouzidi, Mohamed-Khalil, Bernhard, Sebastian, Hönig, Wolfgang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Residual Neural Terminal Constraint for MPC-based Collision Avoidance in Dynamic Environments
by: Derajić, Bojan, et al.
Published: (2025)
by: Derajić, Bojan, et al.
Published: (2025)
ORN-CBF: Learning Observation-conditioned Residual Neural Control Barrier Functions via Hypernetworks
by: Derajić, Bojan, et al.
Published: (2025)
by: Derajić, Bojan, et al.
Published: (2025)
CN-CBF: Composite Neural Control Barrier Function for Safe Robot Navigation in Dynamic Environments
by: Derajić, Bojan, et al.
Published: (2026)
by: Derajić, Bojan, et al.
Published: (2026)
Motion Planning under Uncertainty: Integrating Learning-Based Multi-Modal Predictors into Branch Model Predictive Control
by: Bouzidi, Mohamed-Khalil, et al.
Published: (2024)
by: Bouzidi, Mohamed-Khalil, et al.
Published: (2024)
Model Predictive Control for Crowd Navigation via Learning-Based Trajectory Prediction
by: Aslam, Mohamed Parvez, et al.
Published: (2025)
by: Aslam, Mohamed Parvez, et al.
Published: (2025)
Reachability-Based Contingency Planning against Multi-Modal Predictions with Branch MPC
by: Bouzidi, Mohamed-Khalil, et al.
Published: (2025)
by: Bouzidi, Mohamed-Khalil, et al.
Published: (2025)
RTD-RAX: Fast, Safe Trajectory Planning for Systems under Unknown Disturbances
by: Morales-Cuadrado, Evanns, et al.
Published: (2026)
by: Morales-Cuadrado, Evanns, et al.
Published: (2026)
Autonomy Architectures for Safe Planning in Unknown Environments Under Budget Constraints
by: Cherenson, Daniel M., et al.
Published: (2025)
by: Cherenson, Daniel M., et al.
Published: (2025)
Learning Hybrid Policies for MPC with Application to Drone Flight in Unknown Dynamic Environments
by: Feng, Zhaohan, et al.
Published: (2024)
by: Feng, Zhaohan, et al.
Published: (2024)
pc-dbCBS: Kinodynamic Motion Planning of Physically-Coupled Robot Teams
by: Wahba, Khaled, et al.
Published: (2025)
by: Wahba, Khaled, et al.
Published: (2025)
Decentralized Contingency MPC based on Safe Sets for Nonlinear Multi-agent Collision Avoidance
by: Studt, Max, et al.
Published: (2026)
by: Studt, Max, et al.
Published: (2026)
Efficient Optimal Path Planning in Dynamic Environments Using Koopman MPC
by: Abtahi, Mohammad, et al.
Published: (2025)
by: Abtahi, Mohammad, et al.
Published: (2025)
SPOT: Spatio-Temporal Obstacle-free Trajectory Planning for UAVs in an Unknown Dynamic Environment
by: Srivastava, Astik, et al.
Published: (2026)
by: Srivastava, Astik, et al.
Published: (2026)
Provably Safe Motion Planning Under Unknown Disturbances
by: Gracia, Ibon, et al.
Published: (2026)
by: Gracia, Ibon, et al.
Published: (2026)
MPC-based Coarse-to-Fine Motion Planning for Robotic Object Transportation in Cluttered Environments
by: Cai, Chen, et al.
Published: (2025)
by: Cai, Chen, et al.
Published: (2025)
Reachable Sets-based Trajectory Planning Combining Reinforcement Learning and iLQR
by: Huang, Wenjie, et al.
Published: (2025)
by: Huang, Wenjie, et al.
Published: (2025)
Adaptive Cost-Map-based Path Planning in Partially Unknown Environments with Movable Obstacles
by: Stan, Liviu-Mihai, et al.
Published: (2025)
by: Stan, Liviu-Mihai, et al.
Published: (2025)
Chance-Constrained Sampling-Based MPC for Collision Avoidance in Uncertain Dynamic Environments
by: Mohamed, Ihab S., et al.
Published: (2025)
by: Mohamed, Ihab S., et al.
Published: (2025)
Learned Incremental Nonlinear Dynamic Inversion for Quadrotors with and without Slung Payloads
by: Cobo-Briesewitz, Eckart, et al.
Published: (2025)
by: Cobo-Briesewitz, Eckart, et al.
Published: (2025)
A Risk-aware Spatial-temporal Trajectory Planning Framework for Autonomous Vehicles Using QP-MPC and Dynamic Hazard Fields
by: Tian, Zhen, et al.
Published: (2025)
by: Tian, Zhen, et al.
Published: (2025)
TransformerMPC: Accelerating Model Predictive Control via Transformers
by: Zinage, Vrushabh, et al.
Published: (2024)
by: Zinage, Vrushabh, 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)
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)
MPC-Guided Safe Reinforcement Learning and Lipschitz-Based Filtering for Structured Nonlinear Systems
by: Kostelac, Patrick, et al.
Published: (2025)
by: Kostelac, Patrick, et al.
Published: (2025)
Rapid and Safe Trajectory Planning over Diverse Scenes through Diffusion Composition
by: Mao, Wule, et al.
Published: (2025)
by: Mao, Wule, et al.
Published: (2025)
Efficient Path Planning in Large Unknown Environments with Switchable System Models for Automated Vehicles
by: Schumann, Oliver, et al.
Published: (2023)
by: Schumann, Oliver, et al.
Published: (2023)
Systematic Constraint Formulation and Collision-Free Trajectory Planning Using Space-Time Graphs of Convex Sets
by: Osburn, Matthew D., et al.
Published: (2025)
by: Osburn, Matthew D., et al.
Published: (2025)
Safe and Nonconservative Contingency Planning for Autonomous Vehicles via Online Learning-Based Reachable Set Barriers
by: Yang, Rui, et al.
Published: (2025)
by: Yang, Rui, et al.
Published: (2025)
Trajectory Planning of Robotic Manipulator in Dynamic Environment Exploiting DRL
by: Ahmad, Osama, et al.
Published: (2024)
by: Ahmad, Osama, et al.
Published: (2024)
Safe On-Orbit Dislodging of Deployable Structures via Robust Adaptive MPC
by: Gao, Longsen, et al.
Published: (2025)
by: Gao, Longsen, et al.
Published: (2025)
Safe, Out-of-Distribution-Adaptive MPC with Conformalized Neural Network Ensembles
by: Contreras, Jose Leopoldo, et al.
Published: (2024)
by: Contreras, Jose Leopoldo, et al.
Published: (2024)
Model Predictive Planning: Trajectory Planning in Obstruction-Dense Environments for Low-Agility Aircraft
by: Wallace, Matthew T., et al.
Published: (2023)
by: Wallace, Matthew T., et al.
Published: (2023)
ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates
by: Puthumanaillam, Gokul, et al.
Published: (2024)
by: Puthumanaillam, Gokul, et al.
Published: (2024)
C*: A Coverage Path Planning Algorithm for Unknown Environments using Rapidly Covering Graphs
by: Shen, Zongyuan, et al.
Published: (2025)
by: Shen, Zongyuan, et al.
Published: (2025)
Mixed-Integer MPC-Based Motion Planning Using Hybrid Zonotopes with Tight Relaxations
by: Robbins, Joshua A., et al.
Published: (2024)
by: Robbins, Joshua A., et al.
Published: (2024)
Meta-Learning Augmented MPC for Disturbance-Aware Motion Planning and Control of Quadrotors
by: Lapandić, Dženan, et al.
Published: (2024)
by: Lapandić, Dženan, et al.
Published: (2024)
EAST: Environment Aware Safe Tracking using Planning and Control Co-Design
by: Li, Zhichao, et al.
Published: (2023)
by: Li, Zhichao, et al.
Published: (2023)
When Environments Shift: Safe Planning with Generative Priors and Robust Conformal Prediction
by: Rahaman, Kaizer, et al.
Published: (2026)
by: Rahaman, Kaizer, et al.
Published: (2026)
SMART: Scalable Multi-Agent Reasoning and Trajectory Planning in Dense Environments
by: Huang, Heye, et al.
Published: (2025)
by: Huang, Heye, et al.
Published: (2025)
EB-MBD: Emerging-Barrier Model-Based Diffusion for Safe Trajectory Optimization in Highly Constrained Environments
by: Mishra, Raghav, et al.
Published: (2025)
by: Mishra, Raghav, et al.
Published: (2025)
Similar Items
-
Residual Neural Terminal Constraint for MPC-based Collision Avoidance in Dynamic Environments
by: Derajić, Bojan, et al.
Published: (2025) -
ORN-CBF: Learning Observation-conditioned Residual Neural Control Barrier Functions via Hypernetworks
by: Derajić, Bojan, et al.
Published: (2025) -
CN-CBF: Composite Neural Control Barrier Function for Safe Robot Navigation in Dynamic Environments
by: Derajić, Bojan, et al.
Published: (2026) -
Motion Planning under Uncertainty: Integrating Learning-Based Multi-Modal Predictors into Branch Model Predictive Control
by: Bouzidi, Mohamed-Khalil, et al.
Published: (2024) -
Model Predictive Control for Crowd Navigation via Learning-Based Trajectory Prediction
by: Aslam, Mohamed Parvez, et al.
Published: (2025)