unity-ml-agents

There are 6 repositories under unity-ml-agents topic.

roboserg / RoboLeague
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
rocket-league unity unity3d mlagents mlagent unityml unity-ml-agents unity-ml car-physics rocketleague reinforcement-learning reinforcement-learning-environments deep-reinforcement-learning
Language:C# 297
simoninithomas / unity_ml_agents_course
Learn to create agents in Unity ML using Deep Reinforcement Learning with Tensorflow.
deep-reinforcement-learning unity-ml-agents
89
losttech / Gradient-Samples
Samples for TensorFlow binding for .NET by Lost Tech
tensorflow-binding tensorflow tensorflow-tutorials tensorflow-examples csharp dotnet deep-learning resnet gpt-2 cnn lstm rl reinforcement-learning unity-ml-agents unity-ml fsharp cross-platform
Language:C# 61
princeton-vl / PackIt
Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"
computer-vision open-ai-gym unity-ml-agents virtual-environments icml-2020
Language:Jupyter Notebook 50
jsztompka / MultiAgent-PPO
Proximal Policy Optimization with Beta distribution - uses multi agent Unity ML Tennis
reinforcement-learning ppo python3 unity-ml-agents
Language:ASP 28
hyunho1027 / Unity_ML_Agents_Tutorial
unity unity-ml-agents ml-agents guide tutorial
Language:C# 23
faildeny / Multi_Agent_PPO
Multi agent PPO implementation in Pytorch for Unity ML Agents environments.
multi-agent-reinforcement-learning ppo-pytorch reacher-environment reinforcement-learning unity-ml-agents
Language:Python 22
kinwo / deeprl-continuous-control
Learning Continuous Control in Deep Reinforcement Learning
deep-reinforcement-learning pytorch continuous-control unity-ml-agents ddpg ddpg-algorithm ddpg-agent reinforcement-learning reinforcement-learning-algorithms
Language:HTML 14
Stepan-Makarenko / ICM-PPO-implementation
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML
unity pytorch reinforcement-learning deep-reinforcement-learning unity-ml-agents proximal-policy-optimization intrinsic-rewards intrinsic-curiosity-module
Language:Python 13
aweeraman / reinforcement-learning-continuous-control
Continuous Control with deep reinforcement learning where the agent must reach a moving ball with a double jointed arm
artificial-intelligence reinforcement-learning unity3d unity-ml-agents udacity
Language:Python 9
bryanat / Reinforcement-Learning-Unity-3D-Packing
3D Packing with Deep Reinforcement Learning using Unity ML-Agents
deep-reinforcement-learning reinforcement-learning pytorch unity-ml-agents unity machine-learning
Language:Python 7
ucaiado / banana-rl
Train an agent using RL to navigate (and collect bananas) in a large, square world
udacity-nanodegree reinforcement-learning deep-reinforcement-learning experience-replay double-dqn unity-ml-agents
Language:Python 7
erupturatis / Age-of-war-unity-clone
Age of war clone made in unity in order to speed up the neat algorithm training process. The values are extracted from the original game. It Communicates with a python script
neat environment neat-algorithm neat-python reinforcement-learning reinforcement-learning-environments unity unity-ml-agents age-of-war game-reversing reverse-engineering
Language:C# 6
katnoria / unityml-tennis
In this repo, I implement deep deterministic policy gradients and multi-agent deep deterministic poilicy gradients to solve the Tennis enironment (Unity ML-Agents)
maddpg multi-agent-reinforcement-learning ddpg-algorithm unity-ml-agents
Language:Python 6
OzAltagar7 / Smarticar
A self driving car created using Unity ML-Agents
unity reinforcement-learning self-driving-car unity3d unity-ml-agents
Language:C# 6
princeton-vl / PackIt_Extra
Code for generating data in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"
computer-vision icml-2020 open-ai-gym unity-ml-agents virtual-environments
Language:C# 5
rwachters / Reinforcement_Learning
RL Algorithms with examples in Python / Pytorch / Unity ML agents
reinforcement-learning reinforcement-learning-algorithms unity-ml-agents ddpg-algorithm python pytorch jupyter-notebook
Language:Jupyter Notebook 5
jannesDoege / custom-DQN-RL-with-unity-ml-agents
python machine-learning reinforcement-learning unity unity-ml-agents pytorch
Language:C# 4
thedatamonk / Unity-Tennis-Competition
Project 3 of Udacity Deep Reinforcement Learning Nanodegree
unity-ml-agents deep-reinforcement-learning udacity-nanodegree multi-agent-reinforcement-learning
Language:Jupyter Notebook 4
yasirrhaq / Learning-to-kart
I tried to train AI to learn how to kart with Reinforcement Learning using UnityML-Agents
reinforcement-learning karting-game unity-ml-agents racing-game
Language:C# 4
AkshayS21 / Reacher-Environment-Continuous-Control-with-DDPG-algorithm
Implementation of the DDPG algorithm to solve Continuous Control Reacher Environment
ddpg-algorithm deep-reinforcement-learning continuous-control unity-ml-agents unity-ml ddpg actor-critic-algorithm multiagent-reinforcement-learning
Language:Jupyter Notebook 3
DerCodeHahn / AIMMO
AI based Massive Multiplayer Online Simulation
unity unity-ml-agents master-thesis maschine-learning
Language:C# 3
Deep-Reinforcement-Learning-Algorithms
derektan95 / Deep-Reinforcement-Learning-Algorithms
A collection of algorithms for Deep Reinforcement Learning (DRL). Algorithms covered include Value-Based, Policy-Based and Actor-Critic Methods.
deep-reinforcement-learning robotics multi-agent-systems d4pg ddpg dqn ppo pytorch udacity-nanodegree crawler robotic-arm soccer tennis unity unity-ml-agents
Language:Jupyter Notebook 3
JulianCatnip / atst-walker-agent
Concept and development of a walking AT-ST Walker (Starwars) ML-agent.
unity unity3d ml-agents unity-ml-agents starwars star-wars walker robot machine-learning ppo-agent ppo reinforcement-learning at-st-walker atst-walker all-terrain-scout-transport
Language:C# 3
ucaiado / reacher-rl
Keeping the double-jointed arm hand in the green sphere
udacity-nanodegree reinforcement-learning deep-reinforcement-learning unity-ml-agents ppo ddpg multi-agent-reinforcement-learning
Language:Python 3
aweeraman / reinforcement-learning-tennis
Deep Reinforcement Learning: Two Competing Tennis Playing Agents
artificial-intelligence reinforcement-learning unity3d unity-ml-agents udacity
Language:Python 2
EbonGit / ML_Robot
Repository for the project ML_Robot, a quadruped robot for the implementation of artificial intelligence.
artificial-intelligence raspberry-pi-pico reinforcement-learning robot robotics unity-ml-agents
Language:C# 2
paulinamoskwa / MLAgents-Unity-Starter
First steps in ML-Agents and Unity 🤖
ml-agents reinforcement-learning reinforcement-learning-agent reinforcement-learning-environments training unity unity-machine-learning-agents unity-ml-agents
2
RobertoGEMartin / Udacity-DeepRL-ND-P2
Code to train a RL agent to solve the Reacher environment [Unity ML-Agents]
deep-reinforcement-learning unity-ml-agents ddpg-algorithm pytorch
Language:Jupyter Notebook 2
rohbot / drl-continuous-control
Continuous Control Project for Deep Reinforcement Learning Nanodegree
deep-reinforcement-learning pytorch unity-ml-agents ppo
Language:Jupyter Notebook 2
ShivankYadav / BananaPicker-Navigation
We train an agent to manuver in a 3-D environment avoiding blue bananas and picking yellow ones as fast as possible.
banana picker navigator unity3d deep reinforcement-learning ai artifical-intelligense artificial-neural-networks dqn-pytorch dqn pytorch deeplearning machine-learning environment unity-environment unity-ml-agents
Language:Jupyter Notebook 2
aweeraman / deep-q-networks-navigation
Deep Reinforcement Learning: Navigation. Capture yellow bananas while avoiding blue bananas with an agent trained using Deep Q-Networks on a Unity ML-Agent environment.
artificial-intelligence reinforcement-learning unity3d unity-ml-agents udacity
Language:Python 1
julesser / DeepRL-P2-ContinuousControl
Project 2 of Udacity's Deep Reinforcement Learning Nanodegree Program
continuous-control-tasks reinforcement-learning unity-ml-agents
Language:Python 1
RobertoGEMartin / Udacity-DeepRL-ND-P3
Train a system of DeepRL agents to demonstrate collaboration or cooperation on a complex task.
deep-reinforcement-learning unity-ml-agents ddpg-algorithm pytorch
Language:Jupyter Notebook 1
soliao / Navigation-AI-Agent
Navigation project environment from Unity ML-Agents
python pytorch unity-ml-agents python3
Language:Jupyter Notebook 1
ucaiado / tennis-rl
Training a pair of agents to play tennis
maddpg udacity-nanodegree deep-reinforcement-learning unity-ml-agents multi-agent-reinforcement-learning
Language:Python 1

unity-ml-agents

roboserg / RoboLeague

simoninithomas / unity_ml_agents_course

losttech / Gradient-Samples

princeton-vl / PackIt

jsztompka / MultiAgent-PPO

hyunho1027 / Unity_ML_Agents_Tutorial

faildeny / Multi_Agent_PPO

kinwo / deeprl-continuous-control

Stepan-Makarenko / ICM-PPO-implementation

aweeraman / reinforcement-learning-continuous-control

bryanat / Reinforcement-Learning-Unity-3D-Packing

ucaiado / banana-rl

erupturatis / Age-of-war-unity-clone

katnoria / unityml-tennis

OzAltagar7 / Smarticar

princeton-vl / PackIt_Extra

rwachters / Reinforcement_Learning

jannesDoege / custom-DQN-RL-with-unity-ml-agents

thedatamonk / Unity-Tennis-Competition

yasirrhaq / Learning-to-kart

AkshayS21 / Reacher-Environment-Continuous-Control-with-DDPG-algorithm

DerCodeHahn / AIMMO

derektan95 / Deep-Reinforcement-Learning-Algorithms

JulianCatnip / atst-walker-agent

ucaiado / reacher-rl

aweeraman / reinforcement-learning-tennis

EbonGit / ML_Robot

paulinamoskwa / MLAgents-Unity-Starter

RobertoGEMartin / Udacity-DeepRL-ND-P2

rohbot / drl-continuous-control

ShivankYadav / BananaPicker-Navigation

aweeraman / deep-q-networks-navigation

julesser / DeepRL-P2-ContinuousControl

RobertoGEMartin / Udacity-DeepRL-ND-P3

soliao / Navigation-AI-Agent

ucaiado / tennis-rl