2022-02-16: Trust Management in Multi-Agent Systems via Deep Reinforcement Learning
VANET system modeled in Zhang et al. I discovered Deep Reinforcement Learning (DRL) sometime around the end of 2014 when I was taking Dr. Charles Isbell's and Dr. Michael Littman's Machine Learning course during the course of my masters degree. One of the projects (during the Reinforcement Learning (RL) section of the course) was to code up a Deep Q Network to play Lunar Lander (a classic tutorial nowadays) . This is the project that cemented my focus on artificial intelligence and machine learning and lead to my current career. This was right around when my daughter was born and all concept of time management disappeared from my life and, I mean, what better hobby for a gamer computer scientist with no free time to game than one where you teach the computer to play for you? So, I feel its natural for me to look for approaches which couple my area of professional expertise and my interests. In my previous post: Evaluating Trust in User-Data Networks...