RoboViz Game Playing Bot via Deep Reinforcement Learning
Deep Reinforement Learning is an active area of research, it is being utilized in many areas of application. Our project focuses on utilizing Deep Reinforemcent Learning techniques to learning optimal video game strategies.
Project Title
RoboViz Game Playing Bot via Deep Reinforcement Learning
Project Area of Specialization
Project Summary
Deep Reinforement Learning is an active area of research, it is being utilized in many areas of application. Our project focuses on utilizing Deep Reinforemcent Learning techniques to learning optimal video game strategies.
Project Objectives
The main objective is to apply a single Deep Reinforcement Learning algorithm capable of learning human expert level game play just by playing a game repetitively.
Project Implementation Method
We are using Python, Tensorflow, and OpenAI gym with our custom designed games.
Benefits of the Project
The main benefit we achieved is that in a simulation environemnt we can practice and repeat a task a million times and learn the best strategy required for optimal execution. This can be utilized in any other application aswell.
Technical Details of Final Deliverable
Final deliverble is a software that given a compatible game it can learn to play at human level.
Final Deliverable of the Project
Type of Industry
Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| RTX 2060 6gb | Equipment | 1 | 70000 | 70000 |
| Power Supply | Miscellaneous | 1 | 10000 | 10000 |
| Total in (Rs) | 80000 |
If you need this project, please contact me on contact@adikhanofficial.com
Performance investigation of simple and modified solar still for fresh...
The scarcity of clean and safe water is one of the most perilous glitches faced by the wor...
Machine learning Electromyography signals to control Prosthetic Hand
A prosthesis or prosthetic is an artificial device that is implanted on an amputee person,...
Automatic Vehicle Accident Detection And Messaging System Using GPS An...
The purpose of this project is to save the precious lives which are affected due to road a...
Design Fabrication and control of a stair climbing wheelchair phase II...
This project describes the designing and fabrication of staircase climbing wheelchair.The...
VAULT SECURITY SYSTEM
In this project, we present an automated vault security system that is based on IoT...