Optimized Forex Trading using Ensemble of Deep Q-Learning Agents. - Bagesh Kumar; Aadharsh Roshan; Ayush Baranwal; Sankalp Rajendran; Sahil Sharma; Amritansh Mishra; O. P. Vyas 001 (IC3, 2022)

EdgeAISim: A Toolkit for Simulation and Modelling of AI Models in Edge Computing Environments. - Aadharsh Roshan Nandhakumar; Ayush Baranwal; Priyanshukumar Choudhary; Muhammed Golec; Sukhpal Singh Gill (CoRR, 2023)

Meta-Reinforcement Learning for Adaptation in Dynamic Cyber Security Environment. - Sambhavi Tiwari; Aadharsh Roshan; Ayush Baranwal; Sahil Sharma; Manas Gogoi; Shekhar Verma (ICCCNT, 2024)