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.
☆1,041Jun 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☆159Jun 9, 2022Updated 4 years ago
- Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.☆461Oct 28, 2022Updated 4 years ago
- Python Reinforcement Learning Projects, published by Packt☆211Feb 15, 2023Updated 3 years ago
- Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math☆478Apr 1, 2021Updated 5 years ago
- Minimal and Clean Reinforcement Learning Examples☆3,677Jun 12, 2026Updated 4 months 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.
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,168Jul 13, 2023Updated 3 years ago
- Repo for the Deep Reinforcement Learning Nanodegree program☆5,183Jul 8, 2026Updated 3 months ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,654Mar 24, 2023Updated 3 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆486Nov 19, 2021Updated 4 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆698Dec 18, 2025Updated 10 months ago
- Reinforcement Learning Algorithms Based on PyTorch☆454Oct 21, 2021Updated 5 years 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
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,366Mar 13, 2025Updated last year
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,940Jul 25, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Python Implementation of Reinforcement Learning: An Introduction☆14,793Aug 9, 2024Updated 2 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,955Oct 26, 2026Updated last week
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆420Aug 8, 2021Updated 5 years ago
- Reinforcement Learning for Gym CarRacing-v0 with PyTorch☆160Jan 25, 2019Updated 7 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆235Jul 10, 2022Updated 4 years ago
- Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学☆9,528Mar 31, 2024Updated 2 years ago
- Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.☆28Jan 4, 2022Updated 4 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,453Apr 16, 2024Updated 2 years ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,577Apr 11, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆756Jul 7, 2026Updated 3 months ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,080May 19, 2021Updated 5 years ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,374Feb 20, 2026Updated 8 months ago
- The code for maddpg using pytorch☆168Oct 5, 2020Updated 6 years ago
- Solving OpenAI's reinforcement learning CarRacing environment☆27Feb 22, 2026Updated 8 months ago
- An elegant PyTorch deep reinforcement learning library.☆11,047Apr 3, 2026Updated 6 months ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,287Feb 9, 2021Updated 5 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆753May 23, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]☆317Sep 28, 2022Updated 4 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,118Jul 14, 2023Updated 3 years ago
- ☆1,360May 27, 2024Updated 2 years ago
- PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.☆619Nov 11, 2017Updated 8 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,491Mar 29, 2023Updated 3 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆208Oct 5, 2022Updated 4 years ago
- An educational resource to help anyone learn deep reinforcement learning.☆12,024Aug 5, 2024Updated 2 years ago