A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
☆3,569Sep 17, 2026Updated this week
Alternatives and similar repositories for rl
Users that are interested in 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:
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,416Apr 20, 2026Updated 4 months ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,818Sep 9, 2026Updated last week
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆662Feb 7, 2026Updated 7 months ago
- Library for Model Based RL☆1,063Jul 12, 2024Updated 2 years ago
- A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly …☆12,544Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- TensorDict is a pytorch dedicated tensor container.☆1,036Updated this week
- A collection of reference environments for offline reinforcement learning☆1,707Nov 18, 2024Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆878Aug 12, 2024Updated 2 years ago
- Massively parallel rigidbody physics simulation on accelerator hardware.☆3,236Updated this week
- ☆1,445Sep 9, 2026Updated last week
- An elegant PyTorch deep reinforcement learning library.☆10,981Apr 3, 2026Updated 5 months ago
- LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.☆703Aug 22, 2025Updated last year
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆758Oct 26, 2022Updated 3 years ago
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,515Sep 5, 2026Updated last week
- 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.
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,520Updated this week
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆610Updated this week
- Really Fast End-to-End Jax RL Implementations☆1,106Sep 9, 2024Updated 2 years ago
- A library of reinforcement learning components and agents☆4,064Updated this week
- Collection of reinforcement learning algorithms☆2,936Jun 17, 2024Updated 2 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,834Apr 29, 2024Updated 2 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…☆1,373Aug 3, 2023Updated 3 years ago
- An offline deep reinforcement learning library☆1,685Sep 10, 2025Updated last year
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,882Sep 9, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- RL Environments in JAX 🌍☆928Aug 30, 2026Updated 2 weeks ago
- ☆270Aug 24, 2026Updated 3 weeks ago
- ☆1,360May 27, 2024Updated 2 years ago
- Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac L…☆1,098Updated this week
- Simple and easily configurable grid world environments for reinforcement learning☆2,510Sep 10, 2026Updated last week
- Isaac Gym Reinforcement Learning Environments☆2,953Oct 26, 2024Updated last year
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,694Sep 9, 2026Updated last week
- A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.☆3,029Aug 19, 2026Updated 3 weeks ago
- High throughput synchronous and asynchronous reinforcement learning☆1,023Jul 2, 2026Updated 2 months 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.
- Reinforcement Learning in PyTorch☆2,277Jan 4, 2021Updated 5 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,881Updated this week
- Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary h…☆950Updated this week
- An educational resource to help anyone learn deep reinforcement learning.☆11,955Aug 5, 2024Updated 2 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,791Jan 7, 2025Updated last year
- Multi-Joint dynamics with Contact. A general purpose physics simulator.☆15,196Updated this week
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆609May 19, 2026Updated 3 months ago