Artificial Intelligence Enthusiast
Welcome to my Space
Artificial Intelligence Enthusiast
I am a Mechatronics bachelor with a great passion towards Artificial Intelligence.
My project and work experiences mostly fall under deep learning, computer vision
and natural language.
Besides work, I participate in Kaggle when I get free time. Cooking and spending
time with friends have been my stress reliever.
Skills
Experience
Education
The project is a part of the course "Design of Multi-agent systems". The citizen agents are modelled based on their wealth and hardship. The grievances of the agents are calculated using cop agents and the change in system.
Actor critic training is used to train multiple agents with the goal of balancing objects. The agents share knowledge and optimize actions using a shared experience replay with the aim of achieving higher rewards.
The game is designed using PyGame for the course "Logical Aspects of Multi-Agent Systems" and analyzed using Dynamic Epistemic Logic.
In this project, two agents control rackets to bounce a ball over a net. If an agent hits the ball over the net, it receives a reward of +0.1. If an agent lets a ball hit the ground or hits the ball out of bounds, it receives a reward of -0.01. Thus, the goal of each agent is to keep the ball in play.
The project consists of an environment with an agent. A reward of +1 is provided for collecting a yellow banana, and a reward of -1 is provided for collecting a blue banana. Thus, the goal of the agent is to collect as many yellow bananas as possible while avoiding blue bananas.
Organoids are in vitro cellular structures grown in artificial environments. Self-supervised learning method DINO is used to train teacher and student networks using unlabelled data. A comparison between Vision Transformer and CNN is performed for final segmentation.
wishalsreenivasan@gmail.com
+91 8148095499
