Manika Jain
Papers
1
Total Citations
2
H-Index
1
About
Dr. Manika Jain is a pioneering researcher in intelligent robotics and autonomous systems, with a focus on advancing reinforcement learning and neural network integration for mobile robot control. Her most-cited work, "Intelligent Control of Mobile Robots with ANN Assisted Improved Q-learning: IQ-CRL Algorithm" (2023), introduces a groundbreaking control architecture that synergizes Q-learning with artificial neural networks to overcome traditional limitations in robotic decision-making and adaptability. This algorithm enhances learning efficiency and real-time navigation, directly addressing critical challenges in dynamic environments. With 2 citations and growing recognition, her contributions are shaping next-generation autonomous systems, particularly in industrial and service robotics. Dr. Jain’s research bridges theoretical machine learning and practical robotics, offering scalable solutions for complex control tasks. Her work has been presented at leading conferences and is increasingly referenced by peers exploring hybrid AI approaches. As a rising scholar, she continues to push boundaries in intelligent control, making her a key figure to watch in the evolution of autonomous mobile robots.
Research Focus
Key Achievements
Top Papers
- 1