Sebastian East

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Model Predictive Control

Electric Vehicles

Energy Management

Imitation Learning

Top Venues

IEEE Trans. Control. Syst. Technol.

IEEE Control. Syst. Lett.

Publications

Robert Clarke, Liam Fletcher, Sebastian East, Thomas Richardson
Reinforcement Learning Derived High-Alpha Aerobatic Manoeuvres for Fixed Wing Operation in Confined Spaces. Algorithms 16 (8) (2023)
Sebastian East
Imitation learning of stabilizing policies for nonlinear systems. Eur. J. Control 68 (2022)
Sebastian East, Mark Cannon
Scenario Model Predictive Control for Data-Based Energy Management in Plug-In Hybrid Electric Vehicles. IEEE Trans. Control. Syst. Technol. 30 (6) (2022)
Sebastian East
Imitation Learning of Stabilizing Policies for Nonlinear Systems. CoRR (2021)
Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon
Infinite-Horizon Differentiable Model Predictive Control. CoRR (2020)
Sebastian East, Mark Cannon
Optimal Power Allocation in Battery/Supercapacitor Electric Vehicles Using Convex Optimization. IEEE Trans. Veh. Technol. 69 (11) (2020)
Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon
Infinite-Horizon Differentiable Model Predictive Control. ICLR (2020)
Sebastian East, Mark Cannon
Energy Management in Plug-In Hybrid Electric Vehicles: Convex Optimization Algorithms for Model Predictive Control. IEEE Trans. Control. Syst. Technol. 28 (6) (2020)
Zawar Qureshi, Sebastian East, Mark Cannon
Parallel ADMM for robust quadratic optimal resource allocation problems. ACC (2019)
Johannes Buerger, Sebastian East, Mark Cannon
Fast Dual-Loop Nonlinear Receding Horizon Control for Energy Management in Hybrid Electric Vehicles. IEEE Trans. Control. Syst. Technol. 27 (3) (2019)
Sebastian East, Mark Cannon
Fast Optimal Energy Management With Engine On/Off Decisions for Plug-in Hybrid Electric Vehicles. IEEE Control. Syst. Lett. 3 (4) (2019)
Sebastian East, Mark Cannon
ADMM for MPC with state and input constraints, and input nonlinearity. ACC (2018)
Sebastian East, Mark Cannon
An ADMM Algorithm for MPC-based Energy Management in Hybrid Electric Vehicles with Nonlinear Losses. CDC (2018)