Search Results for author: Qiuchen Qian

Found 3 papers, 1 papers with code

On Solving Close Enough Orienteering Problems with Overlapped Neighborhoods

1 code implementation6 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.

Traveling Salesman Problem

Interpretable Stochastic Model Predictive Control using Distributional Reinforced Estimation for Quadrotor Tracking Systems

no code implementations14 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

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