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The Top 23 Python Agent Reinforcement Learning Open Source Projects

Open source projects categorized as Python Agent Reinforcement Learning
Categories > Operations > Agent
Categories > Machine Learning > Reinforcement Learning
Commnet Bicnet ⭐ 37
CommNet and BiCnet implementation in tensorflow
most recent commit 6 years ago
Emdp ⭐ 37
Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations
most recent commit 3 years ago
Vsrl Framework ⭐ 37
The Verifiably Safe Reinforcement Learning Framework
most recent commit 3 years ago
Deepcomp ⭐ 36
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
total releases 12most recent commit 9 months ago
Ppo Pytorch ⭐ 35
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
most recent commit 5 years ago
Left Shift ⭐ 35
Using deep reinforcement learning to tackle the game 2048.
most recent commit 3 years ago
Reinforment Implementation On A Quadruped ⭐ 35
Reinforment Implementation on a Quadruped using DDPG(tensorflow), ROS, Gazebo, real quadruped robot.
most recent commit 5 years ago
Deeprl P3 Collaboration Competition ⭐ 34
Project 3 of Udacity's Deep Reinforcement Learning nanodegree program.
most recent commit 5 years ago
Freeciv Python ⭐ 33
This is the learning environment for Freeciv 3.1 with python bindings for advancements in RL. This is the first project of it's kind in the world and will also be the most challenging environment out there.
most recent commit 4 years ago
Optical Rl Gym ⭐ 31
Set of reinforcement learning environments for optical networks
most recent commit 9 months ago
Dqn Using Pytorch And Ml Agents ⭐ 31
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
most recent commit 5 years ago
Machine Learning ⭐ 31
The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
most recent commit 4 years ago
Flappybird Es ⭐ 31
An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.
most recent commit 7 years ago
Mgym ⭐ 31
A collection of multi-agent reinforcement learning OpenAI gym environments
most recent commit 4 years ago
Rllab Adv ⭐ 30
Code to train RL agents along with Adversarial distrubance agents
most recent commit 7 years ago
Scalable_maddpg ⭐ 30
scalable multi agents reinforcement learning
most recent commit 6 years ago
Reinforcement Learning For Decision Making In Self Driving Cars ⭐ 30
Reinforcement-Learning-for-Decision-Making-in-self
most recent commit 6 years ago
Rl Deepqlearning Trading ⭐ 29
An RL model that uses double deep Q learning to generate an optimal policy of stock market trades
most recent commit 2 years ago
Drlkit ⭐ 29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
total releases 17most recent commit 3 years ago
Smac ⭐ 29
StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX
most recent commit 3 years ago
Deep Q Atari ⭐ 29
Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.
most recent commit 6 years ago
Modelrepo ⭐ 29
reproduce some RL or Multi-Agent models
most recent commit 5 years ago
Qmap ⭐ 28
Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks
most recent commit 4 years ago
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