DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.
☆562Apr 2, 2024Updated 2 years ago
Alternatives and similar repositories for DRLib
Users that are interested in DRLib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Code for Paper “Relay Hindsight Experience Replay: Self-Guided Continual Reinforcement Learning for Sequential Object Manipulation Ta…☆159Jul 10, 2024Updated last year
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,321Feb 20, 2026Updated 2 months ago
- ☆107Jul 20, 2025Updated 9 months ago
- My DRL library with tensorflow1.14 based on openai spinning-up☆62Mar 2, 2021Updated 5 years ago
- Exploring the performance of Prioritized Experience Replay (PER) with the DDPG+HER scheme on the Fetch Robotics Environemnt☆14Jun 7, 2021Updated 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.
- Implement many Sparse Reward algorithms in Gym Fetch environment☆89Jul 9, 2020Updated 5 years ago
- Train kuka robot reach a point with deep rl.☆216May 10, 2021Updated 4 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,473Mar 29, 2023Updated 3 years ago
- Assignments for CS294-112.☆30Sep 11, 2019Updated 6 years ago
- Implementation of benchmark RL algorithms☆470Jul 20, 2022Updated 3 years ago
- ☆24Feb 22, 2023Updated 3 years ago
- A plotter for reinforcement learning (RL)☆238Dec 8, 2021Updated 4 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,632Apr 3, 2026Updated last month
- ☆16Jul 28, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆535Jul 21, 2023Updated 2 years ago
- RL algorithms☆141Mar 7, 2021Updated 5 years ago
- Pybullet version of the multigoal robotics environment from OpenAI Gym☆95Aug 18, 2023Updated 2 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆735Oct 13, 2022Updated 3 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,619Mar 24, 2023Updated 3 years ago
- ☆1,054Jan 29, 2023Updated 3 years ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,562Apr 11, 2022Updated 4 years ago
- A reinforcement learning project for robotic arm under sparse reward☆121Nov 5, 2022Updated 3 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,987Jul 18, 2024Updated last year
- 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.
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,739Sep 8, 2022Updated 3 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,934Jul 25, 2024Updated last year
- ☆226Jun 4, 2023Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆852Oct 23, 2025Updated 6 months ago
- Intelligent control algorithm and simulation environment.☆17Jan 6, 2020Updated 6 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆550Dec 14, 2023Updated 2 years ago
- ☆74Mar 4, 2021Updated 5 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆805May 29, 2022Updated 3 years ago
- Asynchronous Reinforcement Learning for UR5 Robotic Arm☆43Sep 7, 2021Updated 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.
- Rank TD: End-to-End Robotic Reinforcement Learning without Reward Engineering and Demonstrations☆14Oct 8, 2022Updated 3 years ago
- 强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/☆14,105Dec 30, 2025Updated 4 months ago
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆179Aug 3, 2023Updated 2 years ago
- A high-performance distributed training framework for Reinforcement Learning☆3,460Sep 13, 2025Updated 7 months ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆709May 18, 2024Updated last year
- Implementation of Soft Actor-Critic with Hindsight Experience Replay☆21Oct 23, 2020Updated 5 years ago
- robopal: a multi-platform, modular robot simulation framework based on MuJoCo, mainly used for reinforcement learning and control algori…☆298May 27, 2025Updated 11 months ago