Topic: "unity-ml-agents"
roboserg/RoboLeague
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
Language: C# - Size: 216 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 299 - Forks: 20
simoninithomas/unity_ml_agents_course
Learn to create agents in Unity ML using Deep Reinforcement Learning with Tensorflow.
Size: 71.2 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 91 - Forks: 13
losttech/Gradient-Samples
Samples for TensorFlow binding for .NET by Lost Tech
Language: C# - Size: 672 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 61 - Forks: 10
princeton-vl/PackIt
Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"
Language: Jupyter Notebook - Size: 6.11 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 53 - Forks: 5
hyunho1027/Unity_ML_Agents_Tutorial
Language: C# - Size: 42.7 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 23 - Forks: 3
jsztompka/MultiAgent-PPO
Proximal Policy Optimization with Beta distribution - uses multi agent Unity ML Tennis
Language: ASP - Size: 21.9 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 23 - Forks: 4
faildeny/Multi_Agent_PPO
Multi agent PPO implementation in Pytorch for Unity ML Agents environments.
Language: Python - Size: 3.48 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 2
kinwo/deeprl-continuous-control
Learning Continuous Control in Deep Reinforcement Learning
Language: HTML - Size: 1.58 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 8
bryanat/Reinforcement-Learning-Unity-3D-Packing
3D Packing with Deep Reinforcement Learning using Unity ML-Agents
Language: Python - Size: 1.1 GB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 12 - Forks: 6
aweeraman/reinforcement-learning-continuous-control
Continuous Control with deep reinforcement learning where the agent must reach a moving ball with a double jointed arm
Language: Python - Size: 693 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 2
Stepan-Makarenko/ICM-PPO-implementation
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML
Language: Python - Size: 34.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 2
ucaiado/banana-rl
Train an agent using RL to navigate (and collect bananas) in a large, square world
Language: Python - Size: 2.14 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 4
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)
Language: Python - Size: 48.2 MB - Last synced at: 5 days ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 1
princeton-vl/PackIt_Extra
Code for generating data in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"
Language: C# - Size: 37.2 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 5 - Forks: 0
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
Language: C# - Size: 976 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
rwachters/Reinforcement_Learning
RL Algorithms with examples in Python / Pytorch / Unity ML agents
Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2
jannesDoege/custom-DQN-RL-with-unity-ml-agents
Language: C# - Size: 402 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0
yasirrhaq/Learning-to-kart
I tried to train AI to learn how to kart with Reinforcement Learning using UnityML-Agents
Language: C# - Size: 42.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
thedatamonk/Unity-Tennis-Competition
Project 3 of Udacity Deep Reinforcement Learning Nanodegree
Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 2
DerCodeHahn/AIMMO
AI based Massive Multiplayer Online Simulation
Language: C# - Size: 58.4 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0
ucaiado/reacher-rl
Keeping the double-jointed arm hand in the green sphere
Language: Python - Size: 6.66 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1
paulinamoskwa/MLAgents-Unity-Starter
First steps in ML-Agents and Unity π€
Size: 19 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
JulianCatnip/atst-walker-agent
Concept and development of a walking AT-ST Walker (Starwars) ML-agent.
Language: C# - Size: 20.8 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1
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.
Language: Jupyter Notebook - Size: 5.53 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2
rohbot/drl-continuous-control
Continuous Control Project for Deep Reinforcement Learning Nanodegree
Language: Jupyter Notebook - Size: 694 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1
aweeraman/reinforcement-learning-tennis
Deep Reinforcement Learning: Two Competing Tennis Playing Agents
Language: Python - Size: 2.5 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0
RobertoGEMartin/Udacity-DeepRL-ND-P2
Code to train a RL agent to solve the Reacher environment [Unity ML-Agents]
Language: Jupyter Notebook - Size: 7.37 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0
hishamcse/DRL-Renegades-Game-Bots
A collection of my implemented RL agents for games like Pacman, Pong, SpaceInvaders, Frozenlake, Taxi, Pixelcopter, Pyramids and a lot more by implementing various DRL algorithms using gym, unity-ml, pygame, sb3, rl-zoo and pandagym libraries. To see more advanced & interesting agents, please visit below link:
Language: Jupyter Notebook - Size: 120 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
derektan95/Deep-Reinforcement-Learning-Algorithms Fork of udacity/deep-reinforcement-learning
A collection of algorithms for Deep Reinforcement Learning (DRL). Algorithms covered include Value-Based, Policy-Based and Actor-Critic Methods.
Language: Jupyter Notebook - Size: 442 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
EbonGit/ML_Robot
Repository for the project ML_Robot, a quadruped robot for the implementation of artificial intelligence.
Language: C# - Size: 314 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
charlola/autonomous-systems
In this project, it is intended to learn and get familiar with the concepts of Reinforcement Learning (RL) by modeling agents with actor-critic and rainbow-dqn algorithms. Two continuous Unity Machine Learning Agents domains are chosen to realize this project.
Language: ASP.NET - Size: 39.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
soliao/Navigation-AI-Agent
Navigation project environment from Unity ML-Agents
Language: Jupyter Notebook - Size: 1.08 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
julesser/DeepRL-P2-ContinuousControl
Project 2 of Udacity's Deep Reinforcement Learning Nanodegree Program
Language: Python - Size: 63.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
zubair-irshad/udacity_deep_rl
My solutions (with explanations) to the Udacity Deep Reinforcement Learning Nano Degree Program assignments, mini-projects and projects
Language: Jupyter Notebook - Size: 9.77 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 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.
Language: Python - Size: 313 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
RobertoGEMartin/Udacity-DeepRL-ND-P3
Train a system of DeepRL agents to demonstrate collaboration or cooperation on a complex task.
Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
ucaiado/tennis-rl
Training a pair of agents to play tennis
Language: Python - Size: 4.35 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1
dd-jero/Autonomous-driving-research-based-deep-reinforcement-learning-considering-digital-twin
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Language: Python - Size: 192 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
aestoquera/introduction-to-RL-through-Mistborn
This repository contains a University project on the Reinforcement Learning subject, in which we develop a bot able to use some of Brandon Sanderson's Mistborn fantasy book's abilities in order to reach a goal in a 2D platform environment.
Language: C# - Size: 45.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
mnokno/PongAI
Pong AI - Reinforcement Learning Agent for Playing Pong
Language: ShaderLab - Size: 2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
twishasaraiya/drlnd-p1-navigation
Udacity's Reinforcement Learning Project 1
Language: Python - Size: 366 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
alessandroleite/tennis-rl
Usage of Unity ML-Agents train two agents to play tennis
Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
sayonpalit/p3-collaboration-competition
Using MADDPG for solving Multi Agent Based Unity Environment
Language: Jupyter Notebook - Size: 4.27 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
albertlai431/tennis-ai
A pair of reinforcement learning agents that can play tennis πΎ β Udacity Deep RL Nanodegree Project
Language: Python - Size: 31.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
albertlai431/banana-collector
Deep Q-Learning Agent mastering the Unity Banana Collector environment! β Udacity Deep RL Nanodegree Project
Language: Python - Size: 37.8 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1
TobiasSunderdiek/my-udacity-deep-reinforcement-learning-solutions
Some of my solutions of the exercises and all my projects of the Udacity Deep Reinforcement Learning Nanodegree https://www.udacity.com/course/deep-reinforcement-learning-nanodegree--nd893
Language: Python - Size: 11.2 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
stayyule/Udacity-DRL-P1-DQN
This is a reinforcement learning project in unity ml-agents environment. An agent is trained to navigate (and collect bananas!) in a large, square world. The Agent is a DQN written in pytorch.
Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
tjkemp/ubik-agent
Small Reinforcement Learning Framework
Language: Python - Size: 1.15 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
KevinTMtz/Futbolito
Reinforcement learning futbolito scenario trained with Unity ML Agents.
Language: C# - Size: 12.6 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
julesser/DeepRL-P3-Collaboration-Competition
Project 3 of Udacity's Deep Reinforcement Learning Nanodegree Program
Language: Python - Size: 53.2 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
julesser/DeepRL-P1-Navigation
Project 1 of Udacity's Deep Reinforcement Learning Nanodegree Program
Language: Python - Size: 53.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
Achronus/Udacity-DRL-Nanodegree-Projects
My solutions to the projects within the Udacity Deep Reinforcement Learning Nanodegree.
Language: Python - Size: 6.9 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
Satyam-007/Unity-ml-agent-city
In this example, I created a city block like environment where i trained an ml agent to move and dodge obstacles and collect green spheres.
Language: C# - Size: 1.52 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
benji1123/Q-Learning-Unity-Agent
Reinforcement Learning Agent
Language: ASP - Size: 19.8 MB - Last synced at: 7 days ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
KrainskiL/UnityML_Tennis
Using Reinforcement Learning Multi-Agent version of DDPG (Deep Deterministic Policy Gradient) algorithm to teach 2 agents how to play tennis
Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
KrainskiL/UnityML_RoboticArm
Using Reinforcement Learning DDPG (Deep Deterministic Policy Gradient) algorithm to teach robotic arm how to touch a moving sphere
Language: Jupyter Notebook - Size: 6.08 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
KrainskiL/UnityML_Bananas
Applying Deep Q-Learning to collect bananas in Unity ML-Agents environment
Language: Jupyter Notebook - Size: 2.34 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
1jsingh/rl_tennis
Training a pair of competing RL agents to play Tennis using MADDPG algorithm
Language: Jupyter Notebook - Size: 64.6 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 1
1jsingh/rl_navigation
Navigating a banana world using Dueling Double DQN network
Language: Jupyter Notebook - Size: 57.3 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 1
RobertoGEMartin/Udacity-DeepRL-ND-P1
This repository contains code related to "Project 1 - Navigation" from Udacity's Deep Reinforcement Learning Nanodegree program.
Language: Jupyter Notebook - Size: 136 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
katnoria/dqn
In this repo, I train Q-Learning based agent to navigate the large square world and collect bananas
Language: Jupyter Notebook - Size: 57 MB - Last synced at: 5 days ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0