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About

Kyle Coble is a robotics researcher advancing autonomous navigation for extreme environments, with a focus on planetary exploration and subterranean operations. His work centers on semantic mapping and localization—enabling robots to understand and position themselves in GPS-denied, unknown terrains using environmental features rather than satellite signals. Coble's most cited paper, "Toward Autonomous Localization of Planetary Robotic Explorers by Relying on Semantic Mapping" (2022, 13 citations), addresses the critical challenge of global localization for planetary rovers, proposing a method that leverages semantic landmarks for robust, safe path planning. This contribution is vital for future missions to the Moon, Mars, and beyond, where traditional navigation fails. Coble also co-authored "An Addendum to NeBula: Toward Extending Team CoSTAR’s Solution to Larger Scale Environments" (2024, 7 citations), extending the award-winning NeBula autonomy stack developed for the DARPA Subterranean Challenge. This work demonstrates his ability to scale complex robotic systems from underground tunnels to larger, more demanding environments. Through these efforts, Coble is shaping the future of autonomous exploration, making robots more capable of operating independently in the harshest conditions on Earth and other worlds.