My academic interest lies in the area of operations research, more particularly in simulation and stochastic optimization methods involving Markov models. At present I am focusing on using reinforcement learning methods such as POMDP, BAMDP, Monte-Carlo Bayesian Reinforcement Learning in problems related to cybersecurity. I am also interested in multivariate statistical models e.g. Generalized Linear Models, and application of the same in real life situations.
Development of Reinforcement Learning Methods for Cyber-security and Reliability for a Fleet of Remote Unmanned Mobile Units ISIRD, SRIC
Bhosale Akshay Tanaji
Area of Research: Reinforcement Learning
Area of Research: Quality engineering and management