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Future robots must perceive, predict, communicate, and decide reliably in complex, human–robot shared environments. The Mobile Robotics ( https://www.aalto.fi/en/department-of-electrical-engineering
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, and decide reliably in complex, human–robot shared environments. The Mobile Robotics ( https://www.aalto.fi/en/department-of-electrical-engineering-and-automation/mobile-robotics ) and Intelligent
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theory to real life, while the team has a strong expertise in field robotics. Specific application areas of focus are long-term autonomous missions in large and uncertain environments, semantic mission
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theory to real life, while the team has a strong expertise in field robotics. Specific application areas of focus are long-term autonomous missions in large and uncertain environments, semantic mission
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robotics-related applications will be an advantage.PhD research will be supported by the laboratory's latest EU-funded project, **DIRECT (2026–2030)**: https://www.direct-eu.net/. The project offers
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processing, semantic search, and knowledge graph technologies. 2. Design, implement, optimize, and maintain secure, scalable, and high-performance AI solutions across cloud and hybrid computing environments
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participating in the DARPA SUB-T challenge with the CoSTAR Team lead by NASA/JPL ( https://costar.jpl.nasa.gov/ ). Subject description Robotics and artificial intelligence aim to develop novel robotic
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participating in the DARPA SUB-T challenge with the CoSTAR Team lead by NASA/JPL ( https://costar.jpl.nasa.gov/ ). Subject description Robotics and artificial intelligence aim to develop novel robotic
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cybersecurity knowledge, represented through semantic knowledge graphs, and combined with symbolic reasoning, modern language models, and autonomous agents to support security analysis, situational awareness
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conventional predictive and purely data-driven approaches by seeking to capture the underlying causal, spatial, temporal, and semantic relationships that govern real-world phenomena, thereby providing