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Shield Model Predictive Path Integral: A Computationally Efficient
  Robust MPC Approach Using Control Barrier Functions

Shield Model Predictive Path Integral: A Computationally Efficient Robust MPC Approach Using Control Barrier Functions

23 February 2023
Ji Yin
Charles Dawson
Chuchu Fan
Panagiotis Tsiotras
ArXiv (abs)PDFHTML

Papers citing "Shield Model Predictive Path Integral: A Computationally Efficient Robust MPC Approach Using Control Barrier Functions"

3 / 3 papers shown
Title
CSC-MPPI: A Novel Constrained MPPI Framework with DBSCAN for Reliable Obstacle Avoidance
CSC-MPPI: A Novel Constrained MPPI Framework with DBSCAN for Reliable Obstacle Avoidance
Leesai Park
Keunwoo Jang
Sanghyun Kim
15
0
0
19 Jun 2025
BR-MPPI: Barrier Rate guided MPPI for Enforcing Multiple Inequality Constraints with Learned Signed Distance Field
BR-MPPI: Barrier Rate guided MPPI for Enforcing Multiple Inequality Constraints with Learned Signed Distance Field
Hardik Parwana
Taekyung Kim
Kehan Long
Bardh Hoxha
Hideki Okamoto
Georgios Fainekos
Dimitra Panagou
20
0
0
08 Jun 2025
Towards Efficient MPPI Trajectory Generation with Unscented Guidance:
  U-MPPI Control Strategy
Towards Efficient MPPI Trajectory Generation with Unscented Guidance: U-MPPI Control Strategy
Ihab S. Mohamed
Junhong Xu
Gaurav Sukhatme
Lantao Liu
76
11
0
21 Jun 2023
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