Shruti Govinda
Papers
1
Total Citations
18
H-Index
1
About
Dr. Shruti Govinda is a leading researcher at the forefront of artificial intelligence, specializing in deep reinforcement learning (DRL) and its transformative applications in autonomous systems. Her work is pivotal in bridging the gap between theoretical AI advancements and real-world deployment in autonomous vehicles, robotics, and drone technology. Dr. Govinda’s most influential contribution is her comprehensive 2025 survey paper, which has already garnered 18 citations, establishing itself as a key reference in the field. This work systematically maps the landscape of DRL applications, critically analyzing open challenges—such as safety, sample efficiency, and generalization—while charting promising future directions. By synthesizing a rapidly expanding body of research, Dr. Govinda provides an invaluable roadmap for both newcomers and seasoned experts, accelerating progress toward fully autonomous, intelligent systems. Her ability to distill complex technical landscapes into actionable insights marks her as a vital voice in AI research, driving innovation that promises to reshape industries from transportation to manufacturing.
Research Focus
Key Achievements
Top Papers
- 1