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labmlai/annotated_deep_learning_paper_implementations

Deep learning paper implementations with side-by-side notes and explanations

65.9K
Active
Python
Fine-tuning
Computer Vision
PyTorch
#deep-learning#pytorch#transformers

datawhalechina/easy-rl

A comprehensive Chinese tutorial on reinforcement learning, with implementations of popular RL algorithms.

13.8K
Stable
Jupyter Notebook
Reinforcement Learning
#reinforcement-learning#deep-reinforcement-learning#educational-resource

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library for vibe coders building AI-powered applications.

10.3K
Stable
Python
RL Frameworks
PyTorch
#reinforcement-learning#deep-learning#ai-tools

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

OpenRLHF/OpenRLHF

An open-source, scalable, and high-performance RL framework for building AI-powered applications and tools.

9.1K
Active
Python
LLM Frameworks
Agents & Orchestration
Ray
#reinforcement-learning#large-language-models#proximal-policy-optimization

udacity/deep-reinforcement-learning

This is a repository for the Udacity Deep Reinforcement Learning Nanodegree program, focusing on deep reinforcement learning algorithms and techniques.

5.1K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#deep-reinforcement-learning#openai-gym#reinforcement-learning-algorithms

andri27-ts/Reinforcement-Learning

A comprehensive resource for learning deep reinforcement learning with Python and Jupyter Notebook.

4.7K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#reinforcement-learning#deep-learning#machine-learning

AI4Finance-Foundation/ElegantRL

Massively parallel deep reinforcement learning library for efficient, stable, and lightweight RL models.

4.3K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#deep-learning#parallel-computing

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

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

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

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

marlbenchmark/on-policy

This is the official implementation of Multi-Agent PPO (MAPPO), a reinforcement learning algorithm for multi-agent environments.

1.9K
Archived
Python
Agents & Orchestration
CLI Tools
Python
#reinforcement-learning#multi-agent#ppo

Lizhi-sjtu/DRL-code-pytorch

Concise PyTorch implementations of popular deep reinforcement learning algorithms like REINFORCE, A2C, DQN, PPO, DDPG, TD3, and SAC.

1.4K
Archived
Python
Reinforcement Learning
PyTorch
#reinforcement-learning#deep-learning#pytorch

OpenLMLab/MOSS-RLHF

A Python library for exploring secrets of RLHF (Reward-Weighted Maximum Likelihood Estimation) in large language models

1.4K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#ai-safety#alignment#rlhf

kengz/SLM-Lab

Modular deep reinforcement learning framework in PyTorch for building AI-powered applications.

1.3K
Active
Python
Reinforcement Learning
PyTorch
#deep-reinforcement-learning#a2c#a3c

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
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