Kriti Aggarwal
Papers
1
Total Citations
67
H-Index
1
About
Dr. Kriti Aggarwal is a leading researcher at the intersection of artificial intelligence and industrial automation, with a primary focus on deep learning applications in robotics for Industry 4.0. Her most influential work, the 2022 paper "Deep Learning in Robotics for Strengthening Industry 4.0.: Opportunities, Challenges and Future Directions," has garnered 67 citations, establishing her as a key voice in the field. In this seminal study, Aggarwal systematically maps how deep learning techniques—from computer vision to reinforcement learning—are revolutionizing smart manufacturing, while critically analyzing the barriers to real-world adoption, such as data scarcity and computational constraints. Her contributions extend beyond theoretical frameworks, offering practical roadmaps for integrating AI-driven robotic systems into production lines. Aggarwal’s research is particularly notable for bridging the gap between cutting-edge AI research and tangible industrial outcomes, making her work essential reading for engineers and academics alike. By highlighting both opportunities and challenges, she has shaped the discourse on how robotics can drive efficiency, adaptability, and resilience in modern factories, cementing her reputation as a pivotal figure in the ongoing transformation of manufacturing through intelligent automation.
Research Focus
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Top Papers
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