ml-agents

There are 10 repositories under ml-agents topic.

udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms
Language:Jupyter Notebook 4953
Unity-Technologies / obstacle-tower-env
Obstacle Tower Environment
deep-learning gym-environment ml-agents reinforcement-learning unity-3d
Language:Python 544
StepNeverStop / RLs
Reinforcement Learning Algorithms Based on PyTorch
deep-reinforcement-learning gym ml-agents pytorch reinforcement-learning reinforcement-learning-algorithm sac training-agents unity3d
Language:Python 447
dilmerv / UnityMLEssentials
Various examples of ml-agents while teaching concepts about it in YouTube
csharp machine-learning ml-agents tensorflow unity
Language:C# 109
xkiwilabs / DQN-using-PyTorch-and-ML-Agents
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
dqn pytorch unity ml-agents reinforcement-learning reinforcement-learning-excercises deep-reinforcement-learning deep-q-network
Language:Python 91
leehe228 / LogisticsEnv
UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D
deep-reinforcement-learning ml-agents reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments robotics uam uav unity unity3d
Language:C# 85
Unity-Technologies / ml-agents-dodgeball-env
Showcase environment for ML-Agents
ml-agents machine-learning reinforcement-learning reinforcement-learning-environments unity unity3d game-development
Language:C# 65
animal-ai
Kinds-of-Intelligence-CFI / animal-ai
Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.
artificial-intelligence animal animal-behaviour deep-reinforcement-learning machine-learning unity ml-agents game-development
59
TotalAI / TotalAI
A Complete Open Source Agent AI Framework For Unity
ai deep-reinforcement-learning fsm goap ml-agents open-source unity utility-ai
Language:C# 47
ML-Agents-with-Google-Colab
dhyeythumar / ML-Agents-with-Google-Colab
Train reinforcement learning agent using ML-Agents with Google Colab.
google-colab headless-env ml-agents reinforcement-learning-environments training-environment unity-engine
Language:Jupyter Notebook 46
reinforcement-learning-kr / rl_bootcamp
Repository for slides & codes of RL Korea Bootcamp
reinforcement-learning deep-reinforcement-learning bootcamp dqn pg a2c ddpg sac pytorch ml-agents
Language:C# 40
Sohojoe / ActiveRagdollAssaultCourse
Research into Assault Course for training Active Ragdolls (using MujocoUnity+ml_agents)
deep-learning deep-reinforcement-learning deepmind ml-agents neural-networks openai reinforcement-learning unity unity3d video-games
Language:C# 39
Sebastian-Schuchmann / Self-Play-TicTacToe-AI-ML-Agents-
A Self Play reinforcement learning Agent learns to play TicTacToe using the ML-Agents Framework in Unity.
artificial-intelligence machine-learning reinforcement-learning ml-agents unity unity3d self-play neural-network tensorflow
Language:C# 36
simoninithomas / the_mayan_adventure
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.
deep-reinforcement-learning ml-agents reinforcement-learning unity unity3d
Language:ShaderLab 36
xkiwilabs / Multi-Agent-DDPG-using-PTtorch-and-ML-Agents
A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.
ddpg marl ml-agents multiagent pytorch reinforcement-learning unity
Language:Python 36
mchancan / citylearn
Official implementation of paper "CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy Learning" by M. Chancán (ICRA 2020) https://doi.org/10.1109/ICRA40945.2020.9197336
navigation-algorithms driving-datasets nordland-dataset visual-navigation place-recognition reinforcement-learning agents unity ml-agents
Language:C# 34
Sohojoe / ActiveRagdollControllers
Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)
deep-learning deep-reinforcement-learning deepmind ml-agents neural-networks openai reinforcement-learning unity unity3d video-games
Language:C# 34
manvimadandotai / Becoming-ML_engineer
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.
100daysofmlcode artificial-intelligence engineering machine-learning machine-learning-algorithms machinelearningmastery machinelearningprojects ml-agents
32
mbaske / ml-motorcycles
Motorcycle Racing made with Unity Machine Learning Agents
ml-agents motorcycles racing unity
Language:C# 30
hyunho1027 / Unity_ML_Agents_Tutorial
guide ml-agents tutorial unity unity-ml-agents
Language:C# 23
mbaske / ml-selfplay-fighter
Self-Play Boxing Match made with Unity Machine Learning Agents
unity ml-agents self-play
Language:C# 23
deep-reinforcement-learning
sourcecode369 / deep-reinforcement-learning
Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks deep-learning pytorch pytorch-rl dynamic-programming monte-carlo temporal-difference q-learning openai-gym openai-gym-solutions rl-algorithms ddqn dueling-dqn reinforcement-learning-environments ml-agents dqn
Language:Jupyter Notebook 22
AuroAi / learning-to-drive
A Beginners Guide to Deep RL for Autonomous Vehicles
reinforcement-learning autonomous-vehicles unity ml-agents
Language:C# 21
Apolok99 / ML-Agents-Fighting-Animations
Unity project with an AI that creates procedural animations of combat defense
3d-animation deep-learning deep-reinforcement-learning inverse-kinematics machine-learning ml-agents reinforcement-learning unity unity3d
Language:C# 20
Unity-Technologies / ml-agents-dots
DOTS compatible version of ML-Agents
dots unity reinforcement-learning ml-agents
Language:C# 19
AmineZouitine / RL_Shooter
🤖 Creation of an RL environment with Unity, where an agent must learn to survive by moving 🦿 and shooting🔫, using ML-Agents !
unity unity3d ai reinforcement-learning mlagents mlagent reinforcement-learning-environments agent shooter deep-reinforcement-learning unityml ml ml-agents
Language:C# 17
xkiwilabs / DDPG-using-PyTorch-and-ML-Agents
A simple example of how to implement vector based DDPG using PyTorch and a ML-Agents environment.
pytorch unity ml-agents reinforcement-learning ddpg
Language:Python 17
AnkurDeria / Obstacle-Avoiding-AI-Car-Mlagents
Obstacle avoiding self driving car made with Unity ML Agents.
deep-reinforcement-learning machine-learning ml-agents obstacle-avoidance self-driving-car unity unity3d
Language:C# 16
BoatAttack-with-ML-Agents
dhyeythumar / BoatAttack-with-ML-Agents
Applying ML-Agents to the Unity's Boat Attack env. ⛵️
deep-reinforcement-learning ml-agents reinforcement-learning reinforcement-learning-environments unity3d
Language:C# 15
BrendanMulcahy / MoverBots
A small Unity AI game built with ML-agents v0.5
unity3d ml-agents machine-learning neural-networks
Language:C# 14
MlAgents
deepanshut041 / MlAgents
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
pytorch python3 reinforcement-learning ml-agents deep-learning dqn ddqn sac ppo a2c a3c ddpg maddpg
Language:Jupyter Notebook 13
mlagents-video-streamer
dhyeythumar / mlagents-video-streamer
📽 Python package to live stream ML-Agents training process from Google Colab to Twitch/YouTube server.
google-colab livestream ml-agents reinforcement-learning video-streaming
Language:Python 13
futureHQ / FutureGPT
⚡ FutureGPT - Application development framework that connects GPT-4 with external data, the internet, other applications and language models, and automates the system with generative autonomous agents.
agent-framework ai autonomous-agents generative-agents generative-ai gpt gpt-3 gpt-4 javascript ml-agents nodejs openai
12
omarathon / rl-multi-agent-car-parking
Multi-Agent Car Parking using Reinforcement Learning.
ai multi-agent parking reinforcement-learning rl ml-agents ppo q-learning unity deep-learning driving simulation
Language:C# 12
randy-sab-roy / ml-agents-tank
Tank game to experiment with the Unity ML-Agents Toolkit
unity3d ml-agents ppo
Language:C# 10
danliukuri / AutonomousParking
Simulation of car parking in different parking lots using Unity ML-Agents
automatic-parking autonomus-driving machine-learning ml-agents ppo proximal-policy-optimization reinforcement-learning self-driving-car simulation unity deep-reinforcement-learning
Language:C# 9

ml-agents

udacity / deep-reinforcement-learning

Unity-Technologies / obstacle-tower-env

StepNeverStop / RLs

dilmerv / UnityMLEssentials

xkiwilabs / DQN-using-PyTorch-and-ML-Agents

leehe228 / LogisticsEnv

Unity-Technologies / ml-agents-dodgeball-env

Kinds-of-Intelligence-CFI / animal-ai

TotalAI / TotalAI

dhyeythumar / ML-Agents-with-Google-Colab

reinforcement-learning-kr / rl_bootcamp

Sohojoe / ActiveRagdollAssaultCourse

Sebastian-Schuchmann / Self-Play-TicTacToe-AI-ML-Agents-

simoninithomas / the_mayan_adventure

xkiwilabs / Multi-Agent-DDPG-using-PTtorch-and-ML-Agents

mchancan / citylearn

Sohojoe / ActiveRagdollControllers

manvimadandotai / Becoming-ML_engineer

mbaske / ml-motorcycles

hyunho1027 / Unity_ML_Agents_Tutorial

mbaske / ml-selfplay-fighter

sourcecode369 / deep-reinforcement-learning

AuroAi / learning-to-drive

Apolok99 / ML-Agents-Fighting-Animations

Unity-Technologies / ml-agents-dots

AmineZouitine / RL_Shooter

xkiwilabs / DDPG-using-PyTorch-and-ML-Agents

AnkurDeria / Obstacle-Avoiding-AI-Car-Mlagents

dhyeythumar / BoatAttack-with-ML-Agents

BrendanMulcahy / MoverBots

deepanshut041 / MlAgents

dhyeythumar / mlagents-video-streamer

futureHQ / FutureGPT

omarathon / rl-multi-agent-car-parking

randy-sab-roy / ml-agents-tank

danliukuri / AutonomousParking