Aquatic robotics, or unmanned vehicles (UVs), have emerged as invaluable tools in fisheries management due to their versatility, efficiency, and effectiveness in collecting data for fisheries and resource assessments. UVs equipped with various sensors and imaging technologies offer unprecedented capabilities to study aquatic ecosystems, including underwater topography, species distribution, fish behavior, and habitat characteristics. Additionally, their integration with satellite and remote sensing technologies further enhances their utility in large-scale monitoring efforts. The effective use of these technologies will aid stakeholders, including researchers, resource managers, and industry professionals in maximizing its potential in ensuring sustainable fisheries and protecting the aquatic habitats. It underscores the significance of UVs as transformative tools in advancing our understanding, assessment, and management of aquatic environments.