32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
☆1,023Jun 17, 2021Updated 5 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-Algorithms
Users that are interested in Deep-Reinforcement-Learning-Algorithms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of awesome Deep Reinforcement Learning resources☆158Jun 9, 2022Updated 4 years ago
- Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.☆458Oct 28, 2022Updated 3 years ago
- Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math☆474Apr 1, 2021Updated 5 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆486Nov 19, 2021Updated 4 years ago
- Python Reinforcement Learning Projects, published by Packt☆210Feb 15, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Minimal and Clean Reinforcement Learning Examples☆3,656Jun 12, 2026Updated last month
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆695Dec 18, 2025Updated 7 months ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,642Mar 24, 2023Updated 3 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,082Jul 13, 2023Updated 3 years ago
- Repo for the Deep Reinforcement Learning Nanodegree program☆5,175Jul 8, 2026Updated 2 weeks ago
- DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DD…☆354Mar 25, 2023Updated 3 years ago
- Reinforcement Learning Algorithms Based on PyTorch☆453Oct 21, 2021Updated 4 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,353Mar 13, 2025Updated last year
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆418Aug 8, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,601Updated this week
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆122Dec 18, 2020Updated 5 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,080May 19, 2021Updated 5 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆233Jul 10, 2022Updated 4 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,937Jul 25, 2024Updated last year
- Python Implementation of Reinforcement Learning: An Introduction☆14,728Aug 9, 2024Updated last year
- The code for maddpg using pytorch☆169Oct 5, 2020Updated 5 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆750Jul 7, 2026Updated 2 weeks ago
- Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.☆28Jan 4, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆748May 23, 2022Updated 4 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,285Feb 9, 2021Updated 5 years ago
- Reinforcement Learning for Gym CarRacing-v0 with PyTorch☆160Jan 25, 2019Updated 7 years ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,570Apr 11, 2022Updated 4 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,435Apr 16, 2024Updated 2 years ago
- Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]☆316Sep 28, 2022Updated 3 years ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,352Feb 20, 2026Updated 5 months ago
- Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学☆9,494Mar 31, 2024Updated 2 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,096Jul 14, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Solving OpenAI's reinforcement learning CarRacing environment☆27Feb 22, 2026Updated 5 months ago
- An elegant PyTorch deep reinforcement learning library.☆10,881Apr 3, 2026Updated 3 months ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,483Mar 29, 2023Updated 3 years ago
- An educational resource to help anyone learn deep reinforcement learning.☆11,865Aug 5, 2024Updated last year
- PyTorch implementation of soft actor critic☆943Jul 17, 2025Updated last year
- ☆1,350May 27, 2024Updated 2 years ago
- Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning☆27May 26, 2020Updated 6 years ago