Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
☆417Aug 8, 2021Updated 4 years ago
Alternatives and similar repositories for machin
Users that are interested in machin are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reinforcement Learning Algorithms Based on PyTorch☆453Oct 21, 2021Updated 4 years ago
- A PyTorch Library for Reinforcement Learning Research☆197Jun 22, 2025Updated last year
- PyTorch implementation of deep reinforcement learning algorithms☆486Nov 19, 2021Updated 4 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,355Mar 13, 2025Updated last year
- 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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆339Mar 24, 2023Updated 3 years ago
- The code for maddpg using pytorch☆169Oct 5, 2020Updated 5 years ago
- PFRL: a PyTorch-based deep reinforcement learning library☆1,273Mar 2, 2026Updated 4 months ago
- JAX implementations of core Deep RL algorithms☆84May 2, 2022Updated 4 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆749May 23, 2022Updated 4 years ago
- Mean Field Multi-Agent Reinforcement Learning☆421Mar 11, 2020Updated 6 years ago
- A PyTorch library for building deep reinforcement learning agents.☆655Mar 17, 2024Updated 2 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆683Jul 16, 2022Updated 4 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆751Jul 7, 2026Updated 2 weeks 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.
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,285Feb 9, 2021Updated 5 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆297Feb 24, 2021Updated 5 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,887Apr 3, 2026Updated 3 months ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆233Jul 10, 2022Updated 4 years ago
- Reinforcement Learning in PyTorch☆2,278Jan 4, 2021Updated 5 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆325Jan 11, 2024Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆558Nov 22, 2022Updated 3 years ago
- Structural implementation of RL key algorithms☆517Apr 8, 2023Updated 3 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆553Dec 14, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,754Sep 8, 2022Updated 3 years ago
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆1,039Jul 17, 2026Updated last week
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,353Feb 20, 2026Updated 5 months ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆167Dec 21, 2021Updated 4 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆880Aug 12, 2024Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination☆620Sep 10, 2021Updated 4 years ago
- A collection of RL algorithms written in JAX.☆105Jul 5, 2022Updated 4 years ago
- A PyTorch Platform for Distributed RL☆754Sep 15, 2021Updated 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.
- A high-performance reinforcement learning library in jax specialized for robotic learning☆22Sep 4, 2023Updated 2 years ago
- Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks☆233Oct 3, 2023Updated 2 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,613Updated this week
- Collection of reinforcement learning algorithms☆2,922Jun 17, 2024Updated 2 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆777Dec 22, 2023Updated 2 years ago
- A library of reinforcement learning components and agents☆4,025Jul 3, 2026Updated 3 weeks ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,937Jul 25, 2024Updated 2 years ago