Papers
76
Total Citations
3,023
H-Index
29
About
Gal A. Kaminka is a prominent researcher in artificial intelligence and robotics, whose work has fundamentally shaped our understanding of multi-robot coordination, autonomous agent teamwork, and robotic patrol strategies. His research spans three deeply interconnected areas: multi-robot systems, adversarial patrolling, and ad hoc autonomous agent collaboration. Kaminka's contributions to multi-robot coverage and patrolling are particularly influential. His investigations into redundancy, efficiency, and robustness in coverage tasks — spanning multiple highly cited papers from 2006 to 2008 — established foundational frameworks for deploying robot teams across complex terrains. His adversarial patrolling work, garnering over 350 combined citations, tackled the critical security-relevant challenge of designing patrol strategies resilient against intelligent opponents with full knowledge of robot behavior. His 2010 paper on ad hoc autonomous agent teams (326 citations) addressed a fundamental challenge in AI: enabling agents to collaborate effectively with unfamiliar teammates without pre-coordination, a problem of growing real-world significance. Additionally, his 2013 work on efficient frontier detection (140 citations) advanced robotic exploration by dramatically improving how robots identify and navigate unknown environments. With thousands of citations across his body of work, Kaminka stands as a leading voice in multi-agent systems and autonomous robotics research.
Research Focus
Key Achievements
Top Papers
- 1Ad Hoc Autonomous Agent Teams: Collaboration without Pre-Coordination326 citations · 2010
- 2Multi-robot perimeter patrol in adversarial settings254 citations · 2008
- 3Multi-robot area patrol under frequency constraints179 citations · 2009
- 4Redundancy, Efficiency and Robustness in Multi-Robot Coverage141 citations · 2006
- 5Efficient frontier detection for robot exploration140 citations · 2013
- 6On redundancy, efficiency, and robustness in coverage for multiple robots121 citations · 2008
- 7Multi-Robot Area Patrol under Frequency Constraints103 citations · 2007
- 8Constructing spanning trees for efficient multi-robot coverage102 citations · 2006
- 9A realistic model of frequency-based multi-robot polyline patrolling94 citations · 2008
- 10Multi-Robot Adversarial Patrolling: Facing a Full-Knowledge Opponent94 citations · 2014