Parameter-Robust MPPI for Safe Online Learning of Unknown Parameters
Fuente:
arXiv
Saved in:
| Main Authors: | Vahs, Matti, Choi, Jaeyoun, Schmid, Niklas, Tumova, Jana, Fan, Chuchu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Non-smooth Control Barrier Functions for Stochastic Dynamical Systems
by: Vahs, Matti, et al.
Published: (2023)
by: Vahs, Matti, et al.
Published: (2023)
Risk-aware Control for Robots with Non-Gaussian Belief Spaces
by: Vahs, Matti, et al.
Published: (2023)
by: Vahs, Matti, et al.
Published: (2023)
Safety-critical Control Under Partial Observability: Reach-Avoid POMDP meets Belief Space Control
by: Vahs, Matti, et al.
Published: (2026)
by: Vahs, Matti, et al.
Published: (2026)
Risk-Aware Robot Control in Dynamic Environments Using Belief Control Barrier Functions
by: Han, Shaohang, et al.
Published: (2025)
by: Han, Shaohang, et al.
Published: (2025)
Forward Invariance in Trajectory Spaces for Safety-critical Control
by: Vahs, Matti, et al.
Published: (2024)
by: Vahs, Matti, et al.
Published: (2024)
Finding Control Invariant Sets via Lipschitz Constants of Linear Programs
by: Vahs, Matti, et al.
Published: (2024)
by: Vahs, Matti, et al.
Published: (2024)
Learning to Localize Reference Trajectories in Image-Space for Visual Navigation
by: Busch, Finn Lukas, et al.
Published: (2026)
by: Busch, Finn Lukas, et al.
Published: (2026)
Solving Parameter-Robust Avoid Problems with Unknown Feasibility using Reinforcement Learning
by: So, Oswin, et al.
Published: (2026)
by: So, Oswin, et al.
Published: (2026)
Maximizing Reach-Avoid Probabilities for Linear Stochastic Systems via Control Architectures
by: Schmid, Niklas, et al.
Published: (2026)
by: Schmid, Niklas, et al.
Published: (2026)
Robust STL Control Synthesis under Maximal Disturbance Sets
by: Verhagen, Joris, et al.
Published: (2024)
by: Verhagen, Joris, et al.
Published: (2024)
Collaborative Object Transportation in Space via Impact Interactions
by: Verhagen, Joris, et al.
Published: (2025)
by: Verhagen, Joris, et al.
Published: (2025)
Exact Smooth Reformulations for Trajectory Optimization Under Signal Temporal Logic Specifications
by: Han, Shaohang, et al.
Published: (2025)
by: Han, Shaohang, et al.
Published: (2025)
Online Learning-Based Inertial Parameter Identification of Unknown Object for Model-Based Control of Wheeled Humanoids
by: Baek, Donghoon, et al.
Published: (2023)
by: Baek, Donghoon, et al.
Published: (2023)
Robust MITL planning under uncertain navigation times
by: Linard, Alexis, et al.
Published: (2024)
by: Linard, Alexis, et al.
Published: (2024)
CoRL-MPPI: Enhancing MPPI With Learnable Behaviours For Efficient And Provably-Safe Multi-Robot Collision Avoidance
by: Dergachev, Stepan, et al.
Published: (2025)
by: Dergachev, Stepan, et al.
Published: (2025)
Contingency Constrained Planning with MPPI within MPPI
by: Jung, Leonard, et al.
Published: (2024)
by: Jung, Leonard, et al.
Published: (2024)
Residual-MPPI: Online Policy Customization for Continuous Control
by: Wang, Pengcheng, et al.
Published: (2024)
by: Wang, Pengcheng, et al.
Published: (2024)
Online Inertia Parameter Estimation for Unknown Objects Grasped by a Manipulator Towards Space Applications
by: Uchida, Akiyoshi, et al.
Published: (2025)
by: Uchida, Akiyoshi, et al.
Published: (2025)
Pedestrian-Aware Motion Planning for Autonomous Driving in Complex Urban Scenarios
by: Moller, Korbinian, et al.
Published: (2025)
by: Moller, Korbinian, et al.
Published: (2025)
PA-MPPI: Perception-Aware Model Predictive Path Integral Control for Quadrotor Navigation in Unknown Environments
by: Zhai, Yifan, et al.
Published: (2025)
by: Zhai, Yifan, et al.
Published: (2025)
DBaS-Log-MPPI: Efficient and Safe Trajectory Optimization via Barrier States
by: Wang, Fanxin, et al.
Published: (2025)
by: Wang, Fanxin, et al.
Published: (2025)
BC-MPPI: A Probabilistic Constraint Layer for Safe Model-Predictive Path-Integral Control
by: Ezeji, Odichimnma, et al.
Published: (2025)
by: Ezeji, Odichimnma, et al.
Published: (2025)
CSC-MPPI: A Novel Constrained MPPI Framework with DBSCAN for Reliable Obstacle Avoidance
by: Park, Leesai, et al.
Published: (2025)
by: Park, Leesai, et al.
Published: (2025)
Robust Path Tracking for Vehicles via Continuous-Time Residual Learning: An ICODE-MPPI Approach
by: Song, Shugen, et al.
Published: (2026)
by: Song, Shugen, et al.
Published: (2026)
Towards a Safe Real-Time Motion Planning Framework for Autonomous Driving Systems: An MPPI Approach
by: Testouri, Mehdi, et al.
Published: (2023)
by: Testouri, Mehdi, et al.
Published: (2023)
Agile Mobility with Rapid Online Adaptation via Meta-learning and Uncertainty-aware MPPI
by: Kalaria, Dvij, et al.
Published: (2024)
by: Kalaria, Dvij, et al.
Published: (2024)
GCBF+: A Neural Graph Control Barrier Function Framework for Distributed Safe Multi-Agent Control
by: Zhang, Songyuan, et al.
Published: (2024)
by: Zhang, Songyuan, et al.
Published: (2024)
BR-MPPI: Barrier Rate guided MPPI for Enforcing Multiple Inequality Constraints with Learned Signed Distance Field
by: Parwana, Hardik, et al.
Published: (2025)
by: Parwana, Hardik, 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)
Rigid Body Path Planning using Mixed-Integer Linear Programming
by: Yu, Mingxin, et al.
Published: (2024)
by: Yu, Mingxin, et al.
Published: (2024)
Towards Efficient MPPI Trajectory Generation with Unscented Guidance: U-MPPI Control Strategy
by: Mohamed, Ihab S., et al.
Published: (2023)
by: Mohamed, Ihab S., et al.
Published: (2023)
DRPA-MPPI: Dynamic Repulsive Potential Augmented MPPI for Reactive Navigation in Unstructured Environments
by: Fuke, Takahiro, et al.
Published: (2025)
by: Fuke, Takahiro, et al.
Published: (2025)
Risk-aware MPPI for Stochastic Hybrid Systems
by: Parwana, Hardik, et al.
Published: (2024)
by: Parwana, Hardik, et al.
Published: (2024)
Online Synthesis of Control Barrier Functions with Local Occupancy Grid Maps for Safe Navigation in Unknown Environments
by: Zhang, Yuepeng, et al.
Published: (2025)
by: Zhang, Yuepeng, et al.
Published: (2025)
Robust $\mathcal{H}_\infty$ Controller Design For INDI-Controlled Quadrotor Using Online Parameter Identification
by: Aantjes, Tom, et al.
Published: (2026)
by: Aantjes, Tom, et al.
Published: (2026)
Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control
by: Zhang, Songyuan, et al.
Published: (2025)
by: Zhang, Songyuan, et al.
Published: (2025)
DualGuard MPPI: Safe and Performant Optimal Control by Combining Sampling-Based MPC and Hamilton-Jacobi Reachability
by: Borquez, Javier, et al.
Published: (2025)
by: Borquez, Javier, et al.
Published: (2025)
Transitional Grid Maps: Joint Modeling of Static and Dynamic Occupancy
by: Sánchez, José Manuel Gaspar, et al.
Published: (2024)
by: Sánchez, José Manuel Gaspar, et al.
Published: (2024)
Gauss-Newton accelerated MPPI Control
by: Homburger, Hannes, et al.
Published: (2025)
by: Homburger, Hannes, et al.
Published: (2025)
Decoupled MPPI-Based Multi-Arm Motion Planning
by: Evron, Dan, et al.
Published: (2026)
by: Evron, Dan, et al.
Published: (2026)
Similar Items
-
Non-smooth Control Barrier Functions for Stochastic Dynamical Systems
by: Vahs, Matti, et al.
Published: (2023) -
Risk-aware Control for Robots with Non-Gaussian Belief Spaces
by: Vahs, Matti, et al.
Published: (2023) -
Safety-critical Control Under Partial Observability: Reach-Avoid POMDP meets Belief Space Control
by: Vahs, Matti, et al.
Published: (2026) -
Risk-Aware Robot Control in Dynamic Environments Using Belief Control Barrier Functions
by: Han, Shaohang, et al.
Published: (2025) -
Forward Invariance in Trajectory Spaces for Safety-critical Control
by: Vahs, Matti, et al.
Published: (2024)