Seasons Of Code

Intelligent agents    • T Sanjeev Vishnu   

Intelligent agents

Intelligent agents


The project aims at creating agents which can figure patterns from huge datasets on its own even without any prior information on how or where to look for trends.

No. of mentees: 7 or 8

Pre-requisites:

  • Very good at logic and mathematics
  • Enthusiastic in Data Science & AI

Description: So far, mankind has advanced in the field of Artificial Intelligence by designing algorithms which look for patterns. For example: An algorithm which looks for edges in an image. The chaos we are living in needs a lot more than the patterns we perceive. The project aims at creating agents which can figure patterns from huge datasets on its own even without any prior information on how or where to look for trends. A good example of such an agents is a child trying to learn to speak. The child figures out patterns by associating data received by its eyes and ears even without any external agent asking the child to look for correlation between the data.

Tentative Project Timeline

Week Number Tasks to be Completed
Week 1 Reading relevant material from the resources
Week 2 Learn to work with huge datasets and draw conclusions and analysis
Week 3-4 Implement Machine Learning to analyse basic data and forecast
Week 5-6 Design Neural Networks to associate different datatypes together
Week 7-8 Try to find patterns and train with huge amounts of training set
Week 9-10 Make intelligent beings which are able to understand basic grammar and usage of words in the English language