- ๐ Hi, Iโm @avkhimen. I am a Canadian Engineer and Data Scientist.
- ๐ Iโm interested in applications of Deep Learning, Deep Reinforcement Learning, and mathematical optimization methods to problems in transmission and distribution systems. I am also actively following developments in economics, finance, and cryptocurrencies.
- ๐ฑ Iโm currently learning how to apply cutting-edge multi-agent reinforcement learning algorithms to problems involving continuous action spaces.
- ๐๏ธ Iโm looking to collaborate on solutions to problems in finance, cryptocurrencies, engineering, and social sciences.
- ๐ซ I can easily be reached at [email protected] or [email protected].
avkhimen / electric_vehicle_charging_simulation Goto Github PK
View Code? Open in Web Editor NEWThis project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under conditions of uncertain commitment of EV owners. The problem is modelled as a multi-objective multi-agent cooperative game. Project is part of fulfillment criteria for ECE 730 course at the University of Alberta.