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MorvanZhou/Reinforcement-learning-with-tensorflow

Simple reinforcement learning tutorials in Python using TensorFlow for AI/ML developers.

9.4K
Archived
Python
Reinforcement Learning
TensorFlow
#reinforcement-learning#tensorflow#machine-learning

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features.

9.2K
Experimental
Python
PyTorch
#reinforcement-learning#deep-reinforcement-learning#ppo

simoninithomas/Deep_reinforcement_learning_Course

A collection of implementations from a free course on deep reinforcement learning using TensorFlow and PyTorch.

3.9K
Archived
Jupyter Notebook
Deep Reinforcement Learning
Tutorials & Courses
TensorFlow
#deep-learning#reinforcement-learning#tensorflow

ikostrikov/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of popular reinforcement learning algorithms like A2C, PPO, ACKTR and GAIL for developers.

3.9K
Archived
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#actor-critic#proximal-policy-optimization

rlcode/reinforcement-learning

A minimalist and clean set of reinforcement learning examples in Python for developers to learn and experiment with.

3.6K
Archived
Python
Reinforcement Learning
Python
#reinforcement-learning#deep-learning#machine-learning

openai/multiagent-particle-envs

A multi-agent particle environment used in research on cooperative-competitive AI agents.

2.7K
Archived
Python
Agents & Orchestration
API Frameworks
#multi-agent#particle-environment#cooperative-competitive

openai/maddpg

This repository contains code for the MADDPG algorithm, a multi-agent actor-critic method for cooperative-competitive environments.

1.9K
Archived
Python
Agents & Orchestration
Python
#multi-agent#reinforcement-learning#cooperative-competitive

rail-berkeley/softlearning

Softlearning is a powerful reinforcement learning framework for training maximum entropy policies in continuous domains.

1.4K
Archived
Python
Reinforcement Learning
Deep Learning
Python
#deep-reinforcement-learning#soft-actor-critic#continuous-control

quantumiracle/Popular-RL-Algorithms

PyTorch implementation of state-of-the-art reinforcement learning algorithms for vibe coders.

1.3K
Experimental
Jupyter Notebook
RL Frameworks
CLI Tools
PyTorch
#reinforcement-learning#soft-actor-critic#state-of-the-art

ikostrikov/pytorch-a3c

PyTorch implementation of the Asynchronous Advantage Actor Critic (A3C) algorithm for deep reinforcement learning.

1.3K
Archived
Python
Reinforcement Learning
CLI Tools
PyTorch
#a3c#actor-critic#reinforcement-learning

haarnoja/sac

A Python library for Soft Actor-Critic (SAC), a powerful reinforcement learning algorithm.

1.2K
Archived
Python
Agents & Orchestration
CLI Tools
Python
#reinforcement-learning#deep-learning#optimization

chainer/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer, a popular deep learning framework.

1.2K
Archived
Python
Reinforcement Learning
API Frameworks
Chainer
#reinforcement-learning#deep-learning#machine-learning

vietnh1009/Super-mario-bros-A3C-pytorch

An A3C algorithm implementation for training an AI agent to play Super Mario Bros

1.1K
Archived
Python
Reinforcement Learning
PyTorch
#reinforcement-learning#ai#mario

qfettes/DeepRL-Tutorials

High quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

1.1K
Archived
Jupyter Notebook
Reinforcement Learning
PyTorch
#deep-reinforcement-learning#actor-critic#deep-q-learning

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