Christopher Baker
Carnegie Mellon University, Carnegie Mellon University Qatar
Papers
12
Total Citations
943
H-Index
10
About
Christopher Baker is a robotics researcher whose work spans two landmark domains: autonomous underground mine mapping and self-driving urban vehicles. His early contributions in the mid-2000s centered on developing robotic systems capable of exploring and mapping abandoned mines — hazardous environments inaccessible to humans. His systems, including the celebrated robot "Groundhog," produced maps of unprecedented size and accuracy, earning his mine-mapping papers a combined total of over 580 citations. These efforts demonstrated how autonomous robots could address real-world safety and environmental challenges in the mining industry. Baker later made significant contributions to autonomous urban driving as part of Carnegie Mellon University's Tartan Racing team, whose vehicle "Boss" won the prestigious 2007 DARPA Urban Challenge. His work on obstacle detection, traffic interaction, and mission execution software helped Boss successfully navigate complex suburban environments, with related papers accumulating nearly 300 additional citations. His technical contributions spanned perception, tracking, and high-level behavioral decision-making, reflecting a researcher who works fluidly across the full autonomous systems stack. Across his career, Baker exemplifies how foundational robotics research can advance both industrial safety and the frontiers of autonomous vehicle technology.
Research Focus
Key Achievements
Top Papers
- 1A system for volumetric robotic mapping of abandoned mines257 citations · 2004
- 2Autonomous exploration and mapping of abandoned mines225 citations · 2004
- 3Obstacle Detection and Tracking for the Urban Challenge137 citations · 2009
- 4Tartan Racing: A Multi-Modal Approach to the DARPA Urban Challenge98 citations · 2018
- 5A campaign in autonomous mine mapping68 citations · 2004
- 6
- 7An Autonomous Robotic System for Mapping Abandoned Mines34 citations · 2003
- 8Street smarts for boss19 citations · 2009
- 9Software Infrastructure for an Autonomous Ground Vehicle16 citations · 2008
- 10Experiments with nonholonomic manipulation14 citations · 2003