amogh-sawant Goto Github PK

amogh-sawant

Config files for my GitHub profile.

azureslcbot

balljump

Unity project using the ML-Agents toolkit

blender

chatbot

Chatbot created at IEEE hackathon.

crypto

Crypto Prediction model. (In Progress)

deepqnetworks

Implementing Deep Q-Networks using pygame on the same blob game that I made earlier for Q Learning. Trained model included. the model is not well trained as I trained it for only 1000 episodes (took 6 hours).

dijkstrasalgorithm

My implementation of Dijkstra's Algorithm. There are 2 inputs to the function. First argument is number of nodes and second argument is a list of directed nodes. Each element in the list is a tuple of 3 sub-elements in the following form (from_node, to_node, weight).

doom-like-arena-showcase

created this doom-like arena for my final project for CS550 Graphics class at OSU using Open GL from scratch.

flappy-bird

Flappy bird in python using pygame.

flappy-bird-ai

a basic flappy bird AI created using keras based on supervised learning. Has training data and pre-trained model.

flappy-bird-ai-ga-

A basic flappy bird AI using keras, based on Genetic Algorithm. trained model included

git-test

morsecode-lamp

A morse code lamp create using python and IoT. Just created for fun.

myfirstapp

qlearning

Trying to implement q learning. The agent is still pretty stupid, need to tinker with hyper-paramerters.

roll-a-ball

roomformer

[CVPR 2023] RoomFormer: Two-level Queries for Single-stage Floorplan Reconstruction

simple-tile-game

just a random tile game, planning to implement AI on it soon.

travelling-salesperson-problem-genetic-algo-

An attempt to solve travelling salesperson problem by finding an optimal path using genetic algorithm. (Incomplete- only visualization implemented)