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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

ShangtongZhang/DeepRL

Modularized implementation of deep reinforcement learning algorithms in PyTorch for researchers and developers.

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
PyTorch
#deep-reinforcement-learning#rl-algorithms#pytorch-implementation

datamllab/rlcard

A Python library that provides reinforcement learning algorithms and environments for various card games

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
#reinforcement-learning#game-ai#game-bot

XinJingHao/DRL-Pytorch

Clean, robust, and unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms.

3.3K
Experimental
Python
Reinforcement Learning
PyTorch
#deep-reinforcement-learning#q-learning#ppo

seungeunrho/minimalRL

Minimal implementations of basic reinforcement learning algorithms in PyTorch for educational purposes.

3.2K
Archived
Python
Reinforcement Learning
Tutorials & Courses
PyTorch
#reinforcement-learning#deep-learning#educational

LeelaChessZero/lc0

Open-source neural network chess engine with GPU acceleration and broad hardware support.

3.0K
Stable
C++
ML Ops
Computer Vision
C++
#chess#chess-ai#neural-networks

werner-duvaud/muzero-general

An implementation of the MuZero reinforcement learning algorithm for general-purpose use cases.

2.8K
Archived
Python
Agents & Orchestration
CLI Tools
PyTorch
#reinforcement-learning#monte-carlo-tree-search#deep-learning

DLR-RM/rl-baselines3-zoo

A framework for training Stable Baselines3 reinforcement learning agents with hyperparameter optimization.

2.7K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#hyperparameter-optimization#robotics

opendilab/PPOxFamily

A tutorial course on decision intelligence and deep reinforcement learning using Python.

2.5K
Experimental
Python
Reinforcement Learning
Tutorials & Courses
Python
#decision-intelligence#deep-reinforcement-learning#python

aleju/papers

A collection of summaries for machine learning research papers, useful for developers interested in AI and deep learning.

2.5K
Archived
ML Ops
Tutorials & Courses
#machine-learning#deep-learning#research-papers

cbailes/awesome-deep-trading

A curated list of resources for machine learning-based algorithmic trading and quantitative finance.

1.8K
Archived
Databases
ML Ops
#algorithmic-trading#quantitative-finance#machine-learning

AI4Finance-Foundation/FinRL-Meta

A Python library for deep reinforcement learning in finance, with dynamic datasets and market environments.

1.8K
Active
Python
Agents & Orchestration
Databases
#deep-reinforcement-learning#finance#finrl-library

lexfridman/deeptraffic

A deep reinforcement learning competition for self-driving car simulations, part of the MIT Deep Learning series.

1.8K
Archived
JavaScript
Machine Learning Ops
API Frameworks
JavaScript
#deep-learning#reinforcement-learning#self-driving-cars

chuyangliu/snake

An artificial intelligence-powered implementation of the classic Snake game.

1.8K
Experimental
Python
Agents & Orchestration
Python
#ai#reinforcement-learning#game

mbadry1/Top-Deep-Learning

A curated collection of top 200 deep learning GitHub repositories sorted by stars for AI developers.

1.8K
Archived
Python
Machine Learning
Tutorials & Courses
Python
#deep-learning#artificial-intelligence#neural-networks

starry-sky6688/MARL-Algorithms

This repository contains implementations of various multi-agent reinforcement learning algorithms for the StarCraft II micromanagement scenario.

1.7K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#deep-reinforcement-learning#multi-agent-reinforcement-learning#starcraft-ii

Kaixhin/Rainbow

An open-source deep reinforcement learning library that combines several state-of-the-art improvements.

1.7K
Archived
Python
Agents & Orchestration
CLI Tools
Python
#deep-reinforcement-learning#deep-learning#agents

takuseno/d3rlpy

An offline deep reinforcement learning library for Python developers working on AI-powered applications.

1.6K
Stable
Python
Reinforcement Learning
Libraries
PyTorch
#deep-learning#reinforcement-learning#offline-rl

carpedm20/deep-rl-tensorflow

A TensorFlow implementation of Deep Reinforcement Learning algorithms and papers.

1.6K
Archived
Python
ML Ops
CLI Tools
TensorFlow
#deep-reinforcement-learning#dqn#tensorflow
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