Santhosh Kumar Guguloth

PhD CSE | santhoshkg at iitb dot ac dot in | My CV

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

Publications/ Patents

An Intelligent Simulation-based Agent for Card Games
India Patent, Patent number 554181, granted 12 November 2024
Santhosh Kumar Guguloth and Shivaram Kalyanakrishnan

Nov 2024

A View of the Certainty-Equivalence Method for PAC RL as an Application of the Trajectory Tree Method
Shivaram Kalyanakrishnan, Sheel Shah, Santhosh Kumar Guguloth

Conference paper
to appear in AAMAS 2025

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