Repository Index

TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: https://datawhalechina.github.io/easy-rl/

• deep-reinforcement-learning
• reinforcement-learning
• dqn
• ppo

An elegant PyTorch deep reinforcement learning library.

• pytorch
• policy-gradient
• dqn
• double-dqn

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

TranslatedSimple Reinforcement learning tutorials, 莫烦Python (Mofan Python, "don't be annoyed Python") Chinese AI teaching

• reinforcement-learning
• tutorial
• q-learning
• sarsa

Repo for the Deep Reinforcement Learning Nanodegree program

• deep-reinforcement-learning
• reinforcement-learning
• reinforcement-learning-algorithms
• neural-networks

CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.

• python
• open-data
• data
• catalog

Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/

• web
• flask
• crud
• sql

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

• policy-gradient
• pytorch
• actor-critic-algorithm
• alphago

Massively Parallel Deep Reinforcement Learning. 🔥

• pytorch
• reinforcement-learning
• ppo
• sac

FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading

• deep-reinforcement-learning
• stock-trading
• a2c-algorithm
• ppo

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

• deep-reinforcement-learning
• pytorch
• reinforcement-learning
• machine-learning

Modularized Implementation of Deep RL Algorithms in PyTorch

• pytorch
• deep-reinforcement-learning
• dqn
• dueling-network-architecture

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

• deep-reinforcement-learning
• pytorch
• simple
• deep-learning

The participatory democracy framework. A generator and multiple gems made with Ruby on Rails

• decidim
• democracy
• community
• government

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

• ddpg-pytorch
• dqn-pytorch
• ppo-pytorch
• pytorch

📰 Diários oficiais brasileiros acessíveis a todos | 📰 Brazilian government gazettes, accessible to everyone.

• data-science
• politics
• open-data
• civic-tech

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

• reinforcement-learning
• soft-actor-critic
• state-of-the-art

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

• reinforcement-learning
• deep-learning
• pytorch
• pytorch-reinforcement-learning