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Paulescu/hands-on-rl

Free reinforcement learning course that takes developers from zero to pro using Jupyter Notebooks.

1.5K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#reinforcement-learning#deep-learning#ai

opendilab/awesome-diffusion-model-in-rl

A curated list of Diffusion Model in RL resources for developers working with AI tools.

1.5K
Stable
Diffusion Models
Reinforcement Learning
#diffusion-model#reinforcement-learning#ai-tools

tigerneil/awesome-deep-rl

A curated list of resources for deep reinforcement learning and the future of AI.

1.5K
Archived
HTML
Reinforcement Learning
Tutorials & Courses
#reinforcement-learning#deep-learning#ai-research

pathak22/noreward-rl

This TensorFlow code implements a curiosity-driven exploration algorithm for deep reinforcement learning.

1.5K
Archived
Python
Reinforcement Learning
API Frameworks
TensorFlow
#curiosity#deep-learning#deep-reinforcement-learning

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

opendilab/DI-star

An open-source AI platform for training and deploying AI agents for StarCraft II, with distributed training and grandmaster-level performance.

1.3K
Experimental
Python
Agents & Orchestration
Reinforcement Learning
Python
#starcraft2#deep-reinforcement-learning#self-play

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

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

keon/deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Python using the Keras library for reinforcement learning.

1.3K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#deep-q-learning#reinforcement-learning#keras

Replicable-MARL/MARLlib

Replicable multi-agent reinforcement learning library with support for PyTorch, Ray, and RLlib.

1.3K
Archived
Python
Agents & Orchestration
ML Ops
PyTorch
#multi-agent-reinforcement-learning#deep-learning#research

Khrylx/PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning algorithms like TRPO, PPO, A2C, and GAIL.

1.3K
Archived
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#deep-reinforcement-learning#policy-gradient

reiniscimurs/DRL-robot-navigation

A deep reinforcement learning project for mobile robot navigation in a Gazebo simulator using the ROS framework.

1.3K
Stable
Python
Reinforcement Learning
Backend Frameworks
ROS
#deep-reinforcement-learning#robot-navigation#gazebo

andyzeng/visual-pushing-grasping

A deep reinforcement learning library for training robotic agents to plan pushing and grasping actions for manipulation tasks.

1.1K
Archived
Python
Computer Vision
Deep Learning
Python
#computer-vision#deep-learning#deep-reinforcement-learning

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

PKU-Alignment/omnisafe

OmniSafe is an infrastructural framework for accelerating safe reinforcement learning research.

1.1K
Experimental
Python
Reinforcement Learning
Constraint Satisfaction Problem
PyTorch
#safe-reinforcement-learning#benchmark#constraint-rl

ntasfi/PyGame-Learning-Environment

A Python library that provides a Reinforcement Learning environment using the PyGame game engine.

1.1K
Archived
Python
Agents & Orchestration
Tutorials & Courses
Python
#reinforcement-learning#game#machine-learning

Kismuz/btgym

Scalable, event-driven, deep-learning-friendly backtesting library for algorithmic trading strategies

1.0K
Archived
Python
Reinforcement Learning
API Frameworks
TensorFlow
#algorithmic-trading#backtesting#deep-reinforcement-learning

luchris429/purejaxrl

Fast and efficient Jax-based reinforcement learning implementations for developers building AI-powered applications.

1.0K
Archived
Python
Reinforcement Learning Algorithms
CLI Tools
Python
#reinforcement-learning#jax#ppo

ZhiqingXiao/rl-book

This repository provides a comprehensive guide and implementation for reinforcement learning algorithms in Python.

1.0K
Stable
HTML
Reinforcement Learning
Books & Guides
Python
#reinforcement-learning#deep-reinforcement-learning#gym
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