//certain sections of the original Thesis have been removed Introduction This work was my final year project under Dr. Hanumant Singh Shekhawat at EEE, IITG performed along with Devashish Taneja (ECE, IITG). The research aimed to target defense scenarios and disaster management task where multiple "goal areas" with different "weights" are to be reached and completed by a group of agents within a time limit. The work was primarily on developing a model for this problem, genera

Idea TL;DR: https://github.com/otoshuki/PRML_Project You can try playing one of the results here: Creative arts, the area where new ideas need to be generated is the one field that has been less impacted by AI. This includes graphical art to musical ones, but they have still been affected to a certain extent by the advent of Deep Learning techniques. We wanted to explore this area of creative music generation using these new techniques in our course project for EE626: Pattern

Introduction This post covers my work during my 2nd year summer research internship at IITG along with another friend of mine. Note that only the details of what I worked on has been added here. One major focus was on utilizing Kernel Partial Least Squares (KPLS) method and other related approaches for EEG-EMG coherence estimation. The codes are uploaded here: https://github.com/otoshuki/EEG_EMG_Coherence The project was to develop a hybrid BCI system that uses both EEG and