Kaustab Pal

Title: Innovations by Kaustab Pal in Autonomous Learning Agents

Introduction

Kaustab Pal is an innovative inventor based in Kolkata, India. He has made significant contributions to the field of machine learning, particularly in the development of systems and methods for modeling prediction errors in autonomous learning agents. His work is pivotal in enhancing the efficiency of machine learning techniques.

Latest Patents

Kaustab Pal holds a patent titled "Systems and methods for modelling prediction errors in path-learning of an autonomous learning agent." This patent focuses on reducing estimation errors in prediction as the number of path iterations increases for the autonomous learning agent. The disclosed method employs a two-stage modeling technique that utilizes Autoregressive Moving Average (ARMA) and linear regression techniques to accurately estimate deviations in predicted actions.

Career Highlights

Kaustab Pal is currently employed at Tata Consultancy Services Limited, where he applies his expertise in machine learning and autonomous systems. His work at TCS has allowed him to collaborate with other talented professionals in the field, contributing to various innovative projects.

Collaborations

Some of his notable coworkers include Sounak Dey and Sakyajit Bhattacharya. Their collaborative efforts have further advanced the research and development of autonomous learning technologies.

Conclusion

Kaustab Pal's contributions to the field of machine learning and autonomous systems are noteworthy. His innovative patent and work at Tata Consultancy Services Limited highlight his commitment to advancing technology in this area.