1 code implementation • 6 Oct 2023 • Qiuchen Qian, Yanran Wang, David Boyle
To tackle CEOP and CEOP-N, we develop a new approach featuring a Randomized Steiner Zone Discretization (RSZD) scheme coupled with a hybrid algorithm based on Particle Swarm Optimization (PSO) and Ant Colony System (ACS), CRaSZe-AntS.
no code implementations • 13 Jul 2023 • Yanran Wang, Qiuchen Qian, David Boyle
Reinforcement learning can provide effective reasoning for sequential decision-making problems with variable dynamics.
no code implementations • 14 May 2022 • Yanran Wang, James O'Keeffe, Qiuchen Qian, David Boyle
The proposed framework integrates a distributional Reinforcement Learning (RL) estimator for unknown aerodynamic effects into a Stochastic Model Predictive Controller (SMPC) for trajectory tracking.
Distributional Reinforcement Learning Model Predictive Control +1