Roshan Pradhan
Papers
2
Total Citations
52
H-Index
2
About
Roshan Pradhan is a leading researcher in field robotics, with a primary focus on autonomous exploration, multi-robot coordination, and optimal control for complex, distributed systems. His most impactful work addresses the formidable challenges of subterranean exploration, where he demonstrated a comprehensive approach using a heterogeneous team of roving and flying robots. This work, published in 2022 and garnering 50 citations, tackles critical issues in mobility, communications, and navigation under extreme conditions, showcasing a resilient and modular autonomy framework that pushes the boundaries of what is possible in GPS-denied, unstructured environments. Pradhan has also made significant theoretical contributions to optimal control, developing methods to exploit structural sparsity in systems like multi-rigid-body robots and large-scale multi-agent networks. By leveraging graphical inference, his 2021 paper provides a pathway to dramatically speed up computation and improve numerical conditioning, enabling real-time control for otherwise intractable problems. His research bridges the gap between rigorous algorithmic development and practical, field-deployable systems, making him a key figure in advancing the autonomy of multi-agent teams operating in the world’s most challenging terrains.
Research Focus
Key Achievements
Top Papers
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