Final Year Project at UAM. study and develop of a fire monitoring system using drones.Using a Unity3D enviroment and reinforce learning to train the agents to track the fire expansion and obtain information with a high degree of reliability with respect to the real fire growth.

Reinforcement learning approach to physics based car which learns to avoid obstacles. Project was made in Unity, using MLAgents, reinfercement learning and C# scripts. The car recieves positive reward for driving into the goal and negative reward for driving into the walls, obstacles or for circling around.

Create an AI model in the Unity environment to teach driving using ML-Agents.

A Unity webGL game featuring an AI mouse, following cheese placed by the player to solve puzzles

This is a Unity project I made to get a better understanding of Unity's ML-Agents library (v 0.15)

Training an AI for Total Wipeout using Unity MLAgents

Asteroids game played by a neural network trained with reinforcement learning (ML-Agents) - Information Visualization exam course project

Unity project for the course Intelligent Agents.

MLAgents Unity project for Training and tweaking simple Tank agents

MLAgents project enables the creation of AI agents using reinforcement learning techniques. It features a pre-configured mechanism for agents and a gaming environment where they learn and perform tasks.

This is a ML Unity project that works with ML agents RL to train a flying-trigger enemy NPC.

Most important scripts from my final degree project using MLAgents (Deep Reinforcement Learning) and Unity. It also includes a traditional AI algorithm to be compared with the ML one. Both AIs (ML and heuristic) had very similar results in a bird race, both AI methods are valid for this type of game.

Coin collector with Unity-MLAgents

Academic project for COGS 300. Utilizing ML-Agents, an AI tool for the Unity game engine, my team and I programmed a robot to fight in the class competition. Fifth place.

Simple unity ml project where an agent (cube) learns to jump

Unity로 멀티 에이전트 강화학습(MARL) 수행하기 위한 프레임 워크 제공

Car game made with unity

🧩 Create your own puzzle, use my agents to solve it 🤖 try them out! 🧩

Unity ML Agents algorithms implementations

Training Environments for Reinforcement Learning