Search Results for author: Shuzheng Qu

Found 3 papers, 0 papers with code

A Policy Iteration Approach for Flock Motion Control

no code implementations17 Mar 2023 Shuzheng Qu, Mohammed Abouheaf, Wail Gueaieb, Davide Spinello

An online model-free policy iteration mechanism is developed here to guide a flock of agents to follow an independent command generator over a time-varying graph topology.

An Adaptive Fuzzy Reinforcement Learning Cooperative Approach for the Autonomous Control of Flock Systems

no code implementations17 Mar 2023 Shuzheng Qu, Mohammed Abouheaf, Wail Gueaieb, Davide Spinello

The flock-guidance problem enjoys a challenging structure where multiple optimization objectives are solved simultaneously.

Collision Avoidance

Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning

no code implementations5 Aug 2021 Mohammed Abouheaf, Shuzheng Qu, Wail Gueaieb, Rami Abielmona, Moufid Harb

This article elaborates on how machine learning (ML) can leverage the solution of a contemporary problem related to the security of maritime domains.

FAD reinforcement-learning +1

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