A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.

Make autonomous landing rockets using Deep Reinforcement Learning (Unity ML-Agents)

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

Nowadays Using machine learning methods at simulations systems has been gaining importance with spreading and growing machine learning methods. The main purpose of using simulations get a big gain because of can cause of lots of material and spiritual damages. Simulations can use in the military sector as can use in too diverse areas. developing…

Training a car to drive within the lanes in a Unity driving environment

🤖 Creation of an RL environment with Unity, where an agent must learn to survive by moving 🦿 and shooting🔫, using ML-Agents !

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

Target Strike game is an unity based compititive game. This game is created for CS662 - Mobile VR & AI course offered at IIT Mandi. Here the source files are given.

Training an AI for Total Wipeout using Unity MLAgents

MLAgents Unity project for Training and tweaking simple Tank agents

Autonomous Racing Car Learning Environment using Unity and ML-Agents.

Pacman AI implementation, credit to Volkan IlBeyli for the PacMan clone base->

Use of reinforcement learning with PPO to train an Agent that can beat the first level of Donkey Kong

A project created with ML-Agents for AIs that play table tennis.

Simple ball seeking target

A Self Driving Car, written in the Unity game engine, that uses deep reinforcement learning, ray casting and imitation learning to drive around a track on its own.

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.

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

Car game made with unity