Papers
16
Total Citations
1,209
H-Index
13
About
Ben Grocholsky is a robotics researcher whose work has profoundly shaped how autonomous systems explore, cooperate, and perceive complex environments. His research spans mobile robot exploration, multi-robot coordination, decentralized sensor fusion, and heterogeneous air-ground systems — areas where his contributions have been both foundational and far-reaching. Grocholsky's most influential work, "Information Based Adaptive Robotic Exploration" (2003, 445 citations), established a rigorous information-theoretic framework for simultaneous localization and mapping, directly linking mapping accuracy to localization quality in unknown environments. This insight became a cornerstone reference in the field. He extended this thinking to multi-robot systems in "Information-Theoretic Coordinated Control of Multiple Sensor Platforms" (2004, 166 citations), leveraging decentralized data fusion architectures to enable scalable, distributed coordination without centralized control. A distinctive thread throughout his career is the integration of aerial and ground robots for urban situational awareness. His work on adaptive heterogeneous teams (2007, 149 citations) demonstrated practical deployments of such systems, tackling real-world challenges including GPS-denied localization and communication networking. With a research portfolio accumulating over 1,100 citations, Grocholsky's contributions remain essential reading for anyone working at the intersection of autonomous exploration, sensor coordination, and multi-robot systems.
Research Focus
Key Achievements
Top Papers
- 1Information based adaptive robotic exploration445 citations · 2003
- 2Information-theoretic coordinated control of multiple sensor platforms166 citations · 2004
- 3Adaptive teams of autonomous aerial and ground robots for situational awareness149 citations · 2007
- 4Deploying Air-Ground Multi-Robot Teams in Urban Environments76 citations · 2005
- 5Experiments in multirobot air-ground coordination63 citations · 2004
- 6Scalable Control of Decentralised Sensor Platforms53 citations · 2003
- 7Outdoor Downward-Facing Optical Flow Odometry with Commodity Sensors49 citations · 2010
- 8Control for Localization of Targets using Range-only Sensors41 citations · 2009
- 9Information Driven Coordinated Air-Ground Proactive Sensing35 citations · 2006
- 10Synergies in Feature Localization by Air-Ground Robot Teams34 citations · 2006