Tony Stentz
Papers
5
Total Citations
120
H-Index
5
About
Tony Stentz is a pioneering roboticist whose research has fundamentally advanced autonomous navigation, multi-robot coordination, and field robotics. His work spans semi-autonomous off-road vehicle systems, terrain modeling for outdoor environments, and complex multi-agent coordination frameworks. Stentz’s most cited paper (50 citations) introduces an integrated air/ground vehicle system for semi-autonomous off-road navigation, addressing critical challenges in remote area exploration and military operations. His 2005 work on outdoor navigation with vegetation (41 citations) developed a novel terrain model incorporating spatial constraints, enabling robots to perceive and traverse natural environments more effectively. Stentz also created Hoplites (17 citations), a market-based framework for tight coordination in multi-robot teams, solving previously intractable problems requiring constant teammate interaction. His contributions to active learning for outdoor perception and optimal environmental coverage algorithms have further expanded robot adaptability and efficiency. As a key figure in the DARPA and US Army’s Future Combat Systems, Stentz’s work has directly shaped modern unmanned vehicle capabilities, making him a foundational influence in field robotics and autonomous systems.
Research Focus
Key Achievements
Top Papers
- 1Integrated Air/Ground Vehicle System for Semi-Autonomous Off-Road Navigation50 citations · 2018
- 2Robotics: Science and Systems I41 citations · 2005
- 3
- 4Active learning for outdoor perception7 citations · 2006
- 5