PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
☆1,276Feb 9, 2021Updated 5 years ago
Alternatives and similar repositories for PyTorch-RL
Users that are interested in PyTorch-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,889May 29, 2022Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆779Dec 22, 2023Updated 2 years ago
- PyTorch implementation of Trust Region Policy Optimization☆451Sep 13, 2018Updated 7 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,424Apr 16, 2024Updated last year
- PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning☆67Dec 30, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Collection of reinforcement learning algorithms☆2,888Jun 17, 2024Updated last year
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆693Dec 18, 2025Updated 3 months ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,607Mar 24, 2023Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,336Mar 13, 2025Updated last year
- Imitation learning algorithms☆563Mar 22, 2025Updated last year
- Reinforcement Learning in PyTorch☆2,273Jan 4, 2021Updated 5 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,417Nov 29, 2023Updated 2 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆800May 29, 2022Updated 3 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆672May 10, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- PyTorch implementation of deep reinforcement learning algorithms☆489Nov 19, 2021Updated 4 years ago
- Implementations of selected inverse reinforcement learning algorithms.☆1,068Oct 21, 2022Updated 3 years ago
- PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.☆612Nov 11, 2017Updated 8 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,080May 19, 2021Updated 4 years ago
- PyTorch implementation of soft actor critic☆942Jul 17, 2025Updated 8 months ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,927Jul 25, 2024Updated last year
- Deep Reinforcement Learning with pytorch & visdom☆805Jul 16, 2020Updated 5 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆241Nov 22, 2020Updated 5 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,053Jul 14, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code for the paper "Generative Adversarial Imitation Learning"☆731Nov 22, 2018Updated 7 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆231Jul 10, 2022Updated 3 years ago
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,171Nov 4, 2021Updated 4 years ago
- Tensorflow implementation of generative adversarial imitation learning☆198Apr 23, 2018Updated 7 years ago
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,571May 25, 2024Updated last year
- PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".☆1,321Sep 25, 2019Updated 6 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆722May 12, 2024Updated last year
- Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)☆3,180Apr 22, 2023Updated 2 years ago
- Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.☆88Dec 26, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,685Aug 1, 2024Updated last year
- Soft Actor-Critic☆1,242Nov 29, 2023Updated 2 years ago
- Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)☆372Aug 1, 2019Updated 6 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆743Apr 12, 2023Updated 2 years ago
- Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch☆877Dec 27, 2022Updated 3 years ago
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆3,054Jun 10, 2023Updated 2 years ago
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆1,012May 30, 2025Updated 10 months ago