Max Robotics — Global Service Robot Directory + US Certification

About

Chittaranjan Srinivas Swaminathan is a leading researcher in mobile robotics, specializing in human-aware navigation and motion planning for autonomous systems operating in dynamic, crowded environments. His core contributions center on developing **Maps of Dynamics (MoDs)** —a novel framework that enables robots to learn, represent, and anticipate spatial motion patterns of pedestrians and other dynamic agents over time. His seminal survey on MoDs (2023, 27 citations) has become a foundational reference in the field. Swaminathan introduced probabilistic models for mapping spatial motion patterns (2020, 24 citations) and time-varying pedestrian flow models (2019, 17 citations), allowing service robots to navigate densely populated spaces more efficiently and less intrusively. His work on flow-aware trajectory planning under motion pattern uncertainty (2018, 16 citations) addresses the critical challenge of planning paths that adhere to natural human motion flows. Notably, he contributed to the **ILIAD Safety Stack** (2023, 11 citations), a human-aware, infrastructure-free navigation system for industrial mobile robots. With over 100 total citations, Swaminathan’s research bridges the gap between reactive local planning and long-term global awareness, making robots safer and more socially compliant in shared human environments.