Recursively Feasible Shrinking-Horizon MPC in Dynamic Environments with
Conformal Prediction GuaranteesConference on Learning for Dynamics & Control (L4DC), 2024 |
Predictive Control for Autonomous Driving with Uncertain, Multi-modal
PredictionsIEEE Transactions on Control Systems Technology (IEEE TCST), 2023 |
Conformal Prediction Regions for Time Series using Linear
Complementarity ProgrammingAAAI Conference on Artificial Intelligence (AAAI), 2023 |
Adaptive Conformal Prediction for Motion Planning among Dynamic AgentsConference on Learning for Dynamics & Control (L4DC), 2022 |
Safe Planning in Dynamic Environments using Conformal PredictionIEEE Robotics and Automation Letters (RA-L), 2022 |
Risk-Averse Receding Horizon Motion Planning for Obstacle Avoidance
using Coherent Risk MeasuresArtificial Intelligence (AIJ), 2022 |