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Moving Obstacle Avoidance: a Data-Driven Risk-Aware Approach

Moving Obstacle Avoidance: a Data-Driven Risk-Aware Approach

IEEE Control Systems Letters (L-CSS), 2022
25 March 2022
Skylar X. Wei
Anushri Dixit
Shashank Tomar
J. W. Burdick
ArXiv (abs)PDFHTML

Papers citing "Moving Obstacle Avoidance: a Data-Driven Risk-Aware Approach"

7 / 7 papers shown
Recursively Feasible Shrinking-Horizon MPC in Dynamic Environments with
  Conformal Prediction Guarantees
Recursively Feasible Shrinking-Horizon MPC in Dynamic Environments with Conformal Prediction GuaranteesConference on Learning for Dynamics & Control (L4DC), 2024
Charis J. Stamouli
Lars Lindemann
George J. Pappas
435
12
0
17 May 2024
Predictive Control for Autonomous Driving with Uncertain, Multi-modal
  Predictions
Predictive Control for Autonomous Driving with Uncertain, Multi-modal PredictionsIEEE Transactions on Control Systems Technology (IEEE TCST), 2023
Siddharth H. Nair
Hotae Lee
Eunhyek Joa
Yan Wang
H. E. Tseng
Francesco Borrelli
304
19
0
31 Oct 2023
Conformal Prediction Regions for Time Series using Linear
  Complementarity Programming
Conformal Prediction Regions for Time Series using Linear Complementarity ProgrammingAAAI Conference on Artificial Intelligence (AAAI), 2023
Matthew Cleaveland
Insup Lee
George J. Pappas
Lars Lindemann
776
51
0
03 Apr 2023
STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware
  Off-road Navigation; Results from the DARPA Subterranean Challenge
STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation; Results from the DARPA Subterranean Challenge
Anushri Dixit
David D. Fan
K. Otsu
S. Dey
Ali-Akbar Agha-Mohammadi
J. W. Burdick
267
81
0
02 Mar 2023
Adaptive Conformal Prediction for Motion Planning among Dynamic Agents
Adaptive Conformal Prediction for Motion Planning among Dynamic AgentsConference on Learning for Dynamics & Control (L4DC), 2022
Anushri Dixit
Lars Lindemann
Skylar X. Wei
Matthew Cleaveland
George J. Pappas
J. W. Burdick
440
96
0
01 Dec 2022
Safe Planning in Dynamic Environments using Conformal Prediction
Safe Planning in Dynamic Environments using Conformal PredictionIEEE Robotics and Automation Letters (RA-L), 2022
Lars Lindemann
Matthew Cleaveland
Gihyun Shim
George J. Pappas
566
193
0
19 Oct 2022
Risk-Averse Receding Horizon Motion Planning for Obstacle Avoidance
  using Coherent Risk Measures
Risk-Averse Receding Horizon Motion Planning for Obstacle Avoidance using Coherent Risk MeasuresArtificial Intelligence (AIJ), 2022
Anushri Dixit
M. Ahmadi
J. W. Burdick
275
16
0
20 Apr 2022
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