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Roboleague ⭐ 229

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

Rl_bootcamp ⭐ 41

Repository for slides & codes of RL Korea Bootcamp

Dqn Using Pytorch And Ml Agents ⭐ 31

A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment

The_mayan_adventure ⭐ 26

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.

Animal Ai ⭐ 24

Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.

Unity_ml_agents_tutorial ⭐ 22

Becoming Ml_engineer ⭐ 21

This repository documents my journey to become a Machine Learning Engineer. It contains the list of projects undertaken, books read, courses pursued and almost everything I did in the process. So follow along or diverge to you own path, each way, I believe this will add value to any data professional / enthusiast.

Activeragdollcontrollers ⭐ 20

Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)

Moverbots ⭐ 13

A small Unity AI game built with ML-agents v0.5

Multi Agent Ddpg Using Pttorch And Ml Agents ⭐ 11

A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.

Citylearn ⭐ 10

Official implementation for the paper "CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy Learning" (ICRA2020)

A project for the DRL framework. AINE means "Agent IN Environment".

Autonomous Vehicles Mlagents Unity ⭐ 8

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

Ddpg Using Pytorch And Ml Agents ⭐ 8

A simple example of how to implement vector based DDPG using PyTorch and a ML-Agents environment.

Rl_shooter ⭐ 8

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

Landing Starships ⭐ 8

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

Unity Ml Agents Turret Defense ⭐ 6

A reinforcement learning agent playing as the turret, where its goal is to allow ten friendly units to enter the base, and loses if an enemy unit has entered the base or if two friendly units were shot.

Ml Agents Dodgeball Env ⭐ 6

Showcase environment for ML-Agents

Gpyopt Ml Agents ⭐ 6

Gaussian process optimization using GPyOpt for Unity ML-Agents Toolkit

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