Santhosh Kumar Guguloth

PhD CSE | santhoshkg@cse.iitb.ac.in

ABOUT

I'm a PhD student at Indian Institute of Technology Bombay, India.
I am interested in developing game-playing agents, particularly for imperfect information games like rummy, using tools of Reinforcement Learning

EDUCATION

PhD in the Department of Computer Science & Engineering
Indian Institute of Technology Bombay, Mumbai
Supervisor:Prof. Shivaram Kalyanakrishnan, CSE IIT Bombay.

July 2019 -
IN PROGRESS

M.Tech in Computer Science & Automation
Indian Institute of Science, Bengaluru
Advisor:Prof. Jayant R Haritsa, DSL, IISc Bengaluru.

August 2017 - June 2019

B.E in Computer Science & Engineering
Chaitanya Bharathi Institute of Technology, Gandipet
Osmania University, Hyderabad

June 2011 - May 2014

WORK

Computer Teacher
Sri Triveni Techno High School, Hyderabad

June 2014 - January 2015

Senior Technical Assistant - B
DRDO, Ministry of Defence, Govt of India

February 2015 - July 2017

Publications/ Patents

An Intelligent Simulation-based Agent for Card Games
India Patent, Application No. 202221061265A, published December 9,2022
Santhosh Kumar Guguloth and Shivaram Kalyanakrishnan

Dec 2022

New Upper Bounds for the Certainty-Equivalence Approach to PAC-RL with a Generative Model
Shivaram Kalyanakrishnan and Santhosh Kumar Guguloth

Conference paper
under review