K.Gurnadha Gupta
Papers
1
Total Citations
4
H-Index
1
About
Dr. K. Gurnadha Gupta is a robotics researcher whose work centers on real-time autonomous exploration and mapping, with a particular focus on enabling robots to make intelligent decisions in unknown environments. His most cited paper, "Efficient Computation of Map-scale Continuous Mutual Information on Chip in Real Time" (2021, 4 citations), addresses a critical bottleneck in exploration planning: the computational expense of determining where a robot should go next to maximize map fidelity. By developing a method to compute continuous mutual information at map scale directly on a chip, Gupta’s work dramatically reduces the latency of decision-making for tasks ranging from search and rescue to space exploration. This contribution is foundational for robots that must operate in real time with limited onboard compute, ensuring they can efficiently reduce uncertainty about their surroundings. His research bridges the gap between theoretical information theory and practical, hardware-accelerated robotics, making autonomous exploration faster and more reliable in the field.
Research Focus
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Top Papers
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