Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
☆2,385Jul 9, 2024Updated 2 years ago
Alternatives and similar repositories for PPO-PyTorch
Users that are interested in PPO-PyTorch 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…☆3,903May 29, 2022Updated 4 years ago
- A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-par…☆1,270Oct 1, 2024Updated last year
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,654Mar 24, 2023Updated 3 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,836Sep 9, 2026Updated last week
- PyTorch implementation of soft actor critic☆946Jul 17, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆953Mar 23, 2024Updated 2 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,110Jul 14, 2023Updated 3 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,107Jul 18, 2024Updated 2 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,489Mar 29, 2023Updated 3 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,990Apr 3, 2026Updated 5 months ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,442Apr 20, 2026Updated 5 months ago
- Proximal policy optimization in PyTorch. Easy to read and understand.☆51Oct 30, 2020Updated 5 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,938Jul 25, 2024Updated 2 years ago
- Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)☆3,232Apr 22, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,764Sep 8, 2022Updated 4 years 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 )☆2,621Mar 13, 2025Updated last year
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,366Feb 20, 2026Updated 7 months ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,763Aug 1, 2024Updated 2 years ago
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆149Jan 12, 2019Updated 7 years ago
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆21May 26, 2021Updated 5 years 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
- A clean and robust Pytorch implementation of PPO on continuous action space.☆181Jun 8, 2024Updated 2 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆334Nov 24, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Python Multi-Agent Reinforcement Learning framework☆2,220Dec 8, 2022Updated 3 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,774Apr 9, 2024Updated 2 years ago
- Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch☆633Aug 13, 2018Updated 8 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,360Mar 13, 2025Updated last year
- A collection of reference environments for offline reinforcement learning☆1,706Nov 18, 2024Updated last year
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆810May 29, 2022Updated 4 years ago
- Proximal Policy Optimization (PPO) algorithm for Super Mario Bros☆1,300Jul 24, 2021Updated 5 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆742Oct 13, 2022Updated 3 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,835Apr 29, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆691Nov 26, 2019Updated 6 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆601Dec 5, 2021Updated 4 years ago
- An educational resource to help anyone learn deep reinforcement learning.☆11,970Aug 5, 2024Updated 2 years ago
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,330Sep 4, 2022Updated 4 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆487Nov 19, 2021Updated 4 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,454Apr 16, 2024Updated 2 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,369Feb 18, 2024Updated 2 years ago