Zinovi Rabinovich
Papers
2
Total Citations
7
H-Index
2
About
Zinovi Rabinovich is a researcher whose work sits at the intersection of robotics, control theory, and probabilistic modeling. His primary research focus is the development and application of Extended Markov Tracking (EMT)—a computationally efficient method for online estimation of Markovian system dynamics. Rabinovich’s major contribution lies in demonstrating how EMT can be harnessed for real-time robot control, enabling machines to adapt to dynamic environments without requiring exhaustive precomputation. In his most cited work, "On the response of EMT-based control to interacting targets and models" (2006, 5 citations), he introduced a simple yet powerful extension that allows EMT-based controllers to handle multiple, interacting control goals—a critical step toward deploying autonomous systems in complex, multi-objective scenarios. His earlier foundational experiments (2005, 2 citations) validated the approach in physical robotic motion, using a predetermined world mapping to showcase EMT’s practical viability. Though his citation counts are modest, Rabinovich’s contributions are notable for their conceptual elegance and potential impact on adaptive robotics, offering a tractable path toward more responsive and goal-aware autonomous agents.
Research Focus
Key Achievements
Top Papers
- 1On the response of EMT-based control to interacting targets and models5 citations · 2006
- 2Robot-Control Based on Extended Markov Tracking: Initial Experiments2 citations · 2005