A respository containing the final year project of my bachelor's program. It is an intelligent parking system (RL model for parking) in Unity Game Engine.

An environment for testing and comparing obstacle avoidance and pathfinding algorithms for a bot with limited vision.

Bucknell CSCI 357: Using Tensorflow & Unity to train two AIs to play the game of tag.

In the project, I started off by doing a Humming Bird tutorial from Unity-Learn to get an idea about ML-Agents, reinforcement learning, and training a model. Simultaneously, I got the chance to explore the Unity Editor and tried out building the entire scene. While training the bird’s model, I understood a lot about hyperparameters which I then …

An AI playing snake game. Made in Unity.

Spring Game Jam 2020

Simplified version of the video game Lemmings - Puzzle Adventure. Implementation with ML-Agents to train AIs that learn to solve the game.

The AI experimentation for a snake game base in Unity using ML-Agents.

🧠🤖Unity Neural Network (Genetic, Unsupervised)

The Mayan Adventure is an open-source reinforcement learning environment for Unity ML-Agents. In this environment, you train your agent (Indie) to find the golden statue in this dangerous environment full of traps.