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

10
H-Index
12
Papers
943
Total Citations
79
Avg Citations/Paper
🏆 Most Cited Paper
A system for volumetric robotic mapping of abandoned mines
257 citations · 2004
📈 Most Prolific Year: 2004 (3 Papers)
🤝 Key Collaborators: 43
🏛 Institutions: Carnegie Mellon University, Carnegie Mellon University Qatar

Top Papers

  1. 1
  2. 2
  3. 3
  4. 4
  5. 5
  6. 6
  7. 7
  8. 8
    Street smarts for boss
    19 citations · 2009
  9. 9
  10. 10

Key Collaborators

Contact & Links

Available for collaboration
Content generated · 14 days ago