The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization
☆942Mar 23, 2024Updated 2 years ago
Alternatives and similar repositories for ppo-implementation-details
Users that are interested in ppo-implementation-details are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,088Apr 20, 2026Updated 2 months ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,479Mar 29, 2023Updated 3 years ago
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆2,367Jul 9, 2024Updated 2 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,526Jun 19, 2026Updated 2 weeks ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,341Feb 20, 2026Updated 4 months 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.
- Baseline implementation of recurrent PPO using truncated BPTT☆161Apr 28, 2024Updated 2 years ago
- Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms☆169May 9, 2023Updated 3 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,045Jul 18, 2024Updated last year
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,480Jun 17, 2026Updated 3 weeks ago
- An elegant PyTorch deep reinforcement learning library.☆10,844Apr 3, 2026Updated 3 months ago
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,845Jun 15, 2026Updated 3 weeks ago
- PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )☆2,604Mar 13, 2025Updated last year
- A clean and robust Pytorch implementation of PPO on continuous action space.☆178Jun 8, 2024Updated 2 years ago
- OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.☆3,624Dec 7, 2025Updated 7 months 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.
- An educational resource to help anyone learn deep reinforcement learning.☆11,843Aug 5, 2024Updated last year
- A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-par…☆1,252Oct 1, 2024Updated last year
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,903May 29, 2022Updated 4 years ago
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,486Updated this week
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆727Jun 19, 2026Updated 2 weeks ago
- PPO with multi-head/autoregressive action outputs☆47Mar 4, 2021Updated 5 years ago
- RLHF implementation details of OAI's 2019 codebase☆197Jan 14, 2024Updated 2 years ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,739Aug 1, 2024Updated last year
- High throughput synchronous and asynchronous reinforcement learning☆1,006Jul 2, 2026Updated last week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆24Feb 22, 2023Updated 3 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆212Jun 18, 2024Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,692Nov 18, 2024Updated last year
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,819Apr 29, 2024Updated 2 years ago
- ☆1,349May 27, 2024Updated 2 years ago
- ☆12Jun 17, 2022Updated 4 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,366Aug 3, 2023Updated 2 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆874Aug 12, 2024Updated last year
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,430Nov 29, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Really Fast End-to-End Jax RL Implementations☆1,085Sep 9, 2024Updated last year
- Mastering Diverse Domains through World Models☆3,495May 25, 2026Updated last month
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,351Mar 13, 2025Updated last year
- ☆266Mar 11, 2026Updated 3 months ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,090Jul 14, 2023Updated 2 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,637Mar 24, 2023Updated 3 years ago
- RL Environments in JAX 🌍☆904Apr 2, 2026Updated 3 months ago