Marios Siganos
Papers
1
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1
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1
About
Marios Siganos is a robotics researcher advancing autonomous manipulation in unstructured environments, with a focus on handling small, soft, and deformable objects—a notoriously difficult challenge in robotics. His most notable work, the TORNADO platform (2025), pioneers the integration of large-scale foundation models for perception and language into cloud-connected robotic systems, enabling robots to reason and act in dynamic indoor settings. This framework addresses critical gaps in dexterous manipulation, where traditional approaches struggle with variability in object shape, texture, and compliance. By bridging foundation models with physical interaction, Siganos’ contributions have immediate implications for service robotics, manufacturing, and healthcare. His research has already garnered early citations, signaling growing impact in the field. Through TORNADO, Siganos is helping to define a new paradigm where robots leverage vast pre-trained models to adapt to real-world messiness—paving the way for more capable, context-aware autonomous systems.
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Top Papers
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