BC-MPPI: A Probabilistic Constraint Layer for Safe Model-Predictive Path-Integral Control
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Ezeji, Odichimnma, Ziegltrum, Michael, Turrisi, Giulio, Belvedere, Tommaso, Modugno, Valerio |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Feedback-MPPI: Fast Sampling-Based MPC via Rollout Differentiation -- Adios low-level controllers
par: Belvedere, Tommaso, et autres
Publié: (2025)
par: Belvedere, Tommaso, et autres
Publié: (2025)
On the Benefits of GPU Sample-Based Stochastic Predictive Controllers for Legged Locomotion
par: Turrisi, Giulio, et autres
Publié: (2024)
par: Turrisi, Giulio, et autres
Publié: (2024)
Domain-specific Hardware Acceleration for Model Predictive Path Integral Control
par: Tanguy-Legac, Erwan, et autres
Publié: (2026)
par: Tanguy-Legac, Erwan, et autres
Publié: (2026)
On-Line Learning for Planning and Control of Underactuated Robots with Uncertain Dynamics
par: Turrisi, Giulio, et autres
Publié: (2025)
par: Turrisi, Giulio, et autres
Publié: (2025)
LP-MPPI: Low-Pass Filtering for Efficient Model Predictive Path Integral Control
par: Kicki, Piotr
Publié: (2025)
par: Kicki, Piotr
Publié: (2025)
PA-MPPI: Perception-Aware Model Predictive Path Integral Control for Quadrotor Navigation in Unknown Environments
par: Zhai, Yifan, et autres
Publié: (2025)
par: Zhai, Yifan, et autres
Publié: (2025)
Accelerating Model Predictive Control for Legged Robots through Distributed Optimization
par: Amatucci, Lorenzo, et autres
Publié: (2024)
par: Amatucci, Lorenzo, et autres
Publié: (2024)
$π$-MPPI: A Projection-based Model Predictive Path Integral Scheme for Smooth Optimal Control of Fixed-Wing Aerial Vehicles
par: Andrejev, Edvin Martin, et autres
Publié: (2025)
par: Andrejev, Edvin Martin, et autres
Publié: (2025)
IANN-MPPI: Interaction-Aware Neural Network-Enhanced Model Predictive Path Integral Approach for Autonomous Driving
par: Ryu, Kanghyun, et autres
Publié: (2025)
par: Ryu, Kanghyun, et autres
Publié: (2025)
PACC: A Passive-Arm Approach for High-Payload Collaborative Carrying with Quadruped Robots Using Model Predictive Control
par: Turrisi, Giulio, et autres
Publié: (2024)
par: Turrisi, Giulio, et autres
Publié: (2024)
SafeSteps: Learning Safer Footstep Planning Policies for Legged Robots via Model-Based Priors
par: Omar, Shafeef, et autres
Publié: (2023)
par: Omar, Shafeef, et autres
Publié: (2023)
Contingency Constrained Planning with MPPI within MPPI
par: Jung, Leonard, et autres
Publié: (2024)
par: Jung, Leonard, et autres
Publié: (2024)
EXACT-MPPI: Exact Signed-Distance Navigation for Arbitrary-Footprint Robots from Point Clouds via Path Integral Control
par: Peng, Chen, et autres
Publié: (2026)
par: Peng, Chen, et autres
Publié: (2026)
Biased-MPPI: Informing Sampling-Based Model Predictive Control by Fusing Ancillary Controllers
par: Trevisan, Elia, et autres
Publié: (2024)
par: Trevisan, Elia, et autres
Publié: (2024)
Parameter-Robust MPPI for Safe Online Learning of Unknown Parameters
par: Vahs, Matti, et autres
Publié: (2026)
par: Vahs, Matti, et autres
Publié: (2026)
CoRL-MPPI: Enhancing MPPI With Learnable Behaviours For Efficient And Provably-Safe Multi-Robot Collision Avoidance
par: Dergachev, Stepan, et autres
Publié: (2025)
par: Dergachev, Stepan, et autres
Publié: (2025)
Smooth Model Predictive Path Integral Control without Smoothing
par: Kim, Taekyung, et autres
Publié: (2021)
par: Kim, Taekyung, et autres
Publié: (2021)
Quadrupedal Footstep Planning using Learned Motion Models of a Black-Box Controller
par: Taouil, Ilyass, et autres
Publié: (2023)
par: Taouil, Ilyass, et autres
Publié: (2023)
Transformer-Based Model Predictive Path Integral Control
par: Zinage, Shrenik, et autres
Publié: (2024)
par: Zinage, Shrenik, et autres
Publié: (2024)
Local Path Planning among Pushable Objects based on Reinforcement Learning
par: Yao, Linghong, et autres
Publié: (2023)
par: Yao, Linghong, et autres
Publié: (2023)
DM-MPPI: Datamodel for Efficient and Safe Model Path Integral Control
par: Li, Jiachen, et autres
Publié: (2025)
par: Li, Jiachen, et autres
Publié: (2025)
BR-MPPI: Barrier Rate guided MPPI for Enforcing Multiple Inequality Constraints with Learned Signed Distance Field
par: Parwana, Hardik, et autres
Publié: (2025)
par: Parwana, Hardik, et autres
Publié: (2025)
Control of Legged Robots using Model Predictive Optimized Path Integral
par: Keshavarz, Hossein, et autres
Publié: (2025)
par: Keshavarz, Hossein, et autres
Publié: (2025)
Model Predictive Path Integral Control for Agile Unmanned Aerial Vehicles
par: Minarik, Michal, et autres
Publié: (2024)
par: Minarik, Michal, et autres
Publié: (2024)
Towards Efficient MPPI Trajectory Generation with Unscented Guidance: U-MPPI Control Strategy
par: Mohamed, Ihab S., et autres
Publié: (2023)
par: Mohamed, Ihab S., et autres
Publié: (2023)
Manifold-Constrained MPPI: Real-Time Sampling-Based Control Under Hard Constraints
par: Lee, Seulchan, et autres
Publié: (2026)
par: Lee, Seulchan, et autres
Publié: (2026)
Low Frequency Sampling in Model Predictive Path Integral Control
par: Vlahov, Bogdan, et autres
Publié: (2024)
par: Vlahov, Bogdan, et autres
Publié: (2024)
Gauss-Newton accelerated MPPI Control
par: Homburger, Hannes, et autres
Publié: (2025)
par: Homburger, Hannes, et autres
Publié: (2025)
Stein-based Optimization of Sampling Distributions in Model Predictive Path Integral Control
par: Aldrich, Jace, et autres
Publié: (2025)
par: Aldrich, Jace, et autres
Publié: (2025)
CSC-MPPI: A Novel Constrained MPPI Framework with DBSCAN for Reliable Obstacle Avoidance
par: Park, Leesai, et autres
Publié: (2025)
par: Park, Leesai, et autres
Publié: (2025)
Residual-MPPI: Online Policy Customization for Continuous Control
par: Wang, Pengcheng, et autres
Publié: (2024)
par: Wang, Pengcheng, et autres
Publié: (2024)
Real-Time Whole-Body Control of Legged Robots with Model-Predictive Path Integral Control
par: Alvarez-Padilla, Juan, et autres
Publié: (2024)
par: Alvarez-Padilla, Juan, et autres
Publié: (2024)
COSMIK-MPPI: Scaling Constrained Model Predictive Control to Collision Avoidance in Close-Proximity Dynamic Human Environments
par: Gursoy, Ege, et autres
Publié: (2026)
par: Gursoy, Ege, et autres
Publié: (2026)
Multi-Modal Model Predictive Path Integral Control for Collision Avoidance
par: Bertipaglia, Alberto, et autres
Publié: (2025)
par: Bertipaglia, Alberto, et autres
Publié: (2025)
DBaS-Log-MPPI: Efficient and Safe Trajectory Optimization via Barrier States
par: Wang, Fanxin, et autres
Publié: (2025)
par: Wang, Fanxin, et autres
Publié: (2025)
DualGuard MPPI: Safe and Performant Optimal Control by Combining Sampling-Based MPC and Hamilton-Jacobi Reachability
par: Borquez, Javier, et autres
Publié: (2025)
par: Borquez, Javier, et autres
Publié: (2025)
Geometric Model Predictive Path Integral for Agile UAV Control with Online Collision Avoidance
par: Pochobradský, Pavel, et autres
Publié: (2025)
par: Pochobradský, Pavel, et autres
Publié: (2025)
Object-Informed Model Predictive Path Integral Control for Non-Prehensile Robot Manipulation
par: Raicevic, Nikola, et autres
Publié: (2026)
par: Raicevic, Nikola, et autres
Publié: (2026)
Primal-Dual iLQR for GPU-Accelerated Learning and Control in Legged Robots
par: Amatucci, Lorenzo, et autres
Publié: (2025)
par: Amatucci, Lorenzo, et autres
Publié: (2025)
C-Free-Uniform: A Map-Conditioned Trajectory Sampler for Model Predictive Path Integral Control
par: Cao, Yukang, et autres
Publié: (2025)
par: Cao, Yukang, et autres
Publié: (2025)
Documents similaires
-
Feedback-MPPI: Fast Sampling-Based MPC via Rollout Differentiation -- Adios low-level controllers
par: Belvedere, Tommaso, et autres
Publié: (2025) -
On the Benefits of GPU Sample-Based Stochastic Predictive Controllers for Legged Locomotion
par: Turrisi, Giulio, et autres
Publié: (2024) -
Domain-specific Hardware Acceleration for Model Predictive Path Integral Control
par: Tanguy-Legac, Erwan, et autres
Publié: (2026) -
On-Line Learning for Planning and Control of Underactuated Robots with Uncertain Dynamics
par: Turrisi, Giulio, et autres
Publié: (2025) -
LP-MPPI: Low-Pass Filtering for Efficient Model Predictive Path Integral Control
par: Kicki, Piotr
Publié: (2025)