ml-agents · GitHub Topics

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks PyTorch pytorch-rl ddpg dqn ppo dynamic-programming hill-climbing ml-agents openai-gym

Jupyter Notebook 5 k

1 年前

Unity-Technologies / obstacle-tower-env

#计算机科学#Obstacle Tower Environment

翻译 - 障碍塔环境

reinforcement-learning ml-agents 深度学习 unity-3d gym-environment

Python 546

5 年前

StepNeverStop / RLs

Reinforcement Learning Algorithms Based on PyTorch

sac ml-agents Unity gym PyTorch deep-reinforcement-learning reinforcement-learning

Python 447

3 年前

dilmerv / UnityMLEssentials

#计算机科学#Various examples of ml-agents while teaching concepts about it in YouTube

C#机器学习 ml-agents Tensorflow Unity

C# 110

23 天前

leehe228 / LogisticsEnv

UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D

reinforcement-learning deep-reinforcement-learning Robotics uav Unity reinforcement-learning-environments reinforcement-learning-algorithms ml-agents

C# 93

1 年前

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

Python 91

6 年前

Unity-Technologies / ml-agents-dodgeball-env

#计算机科学#Showcase environment for ML-Agents

ml-agents 机器学习 reinforcement-learning reinforcement-learning-environments Unity 游戏开发

C# 66

3 年前

Kinds-of-Intelligence-CFI / animal-ai

#计算机科学#Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.

人工智能 deep-reinforcement-learning 机器学习 Unity ml-agents 游戏开发

1 个月前

TotalAI / TotalAI

A Complete Open Source Agent AI Framework For Unity

Unity 人工智能 Open Source ml-agents fsm utility-ai deep-reinforcement-learning

C# 54

4 年前

dhyeythumar / ML-Agents-with-Google-Colab

Train reinforcement learning agent using ML-Agents with Google Colab.

ml-agents google-colab reinforcement-learning-environments unity-engine

Jupyter Notebook 46

3 年前

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

C# 40

5 年前

Sohojoe / ActiveRagdollAssaultCourse

#计算机科学#Research into Assault Course for training Active Ragdolls (using MujocoUnity+ml_agents)

reinforcement-learning Unity 深度学习 deep-reinforcement-learning neural-networks ml-agents openai deepmind

C# 39

6 年前

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.

PyTorch Unity reinforcement-learning multiagent marl ml-agents ddpg

Python 37

6 年前

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

#计算机科学#A Self Play reinforcement learning Agent learns to play TicTacToe using the ML-Agents Framework in Unity.

人工智能机器学习 reinforcement-learning ml-agents Unity self-play 神经网络 Tensorflow

C# 37

2 年前

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...

reinforcement-learning deep-reinforcement-learning ml-agents Unity

ShaderLab 36

4 年前

Sohojoe / ActiveRagdollControllers

#计算机科学#Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)

reinforcement-learning Unity 深度学习 deep-reinforcement-learning neural-networks ml-agents openai deepmind

C# 34

7 年前

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

reinforcement-learning agents Unity ml-agents

C# 34

4 年前

manvimadandotai / Becoming-ML_engineer

#计算机科学#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 foll...

机器学习人工智能 engineering ml-agents

10 个月前