LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.
☆703Aug 22, 2025Updated last year
Alternatives and similar repositories for LeanRL
Users that are interested in LeanRL 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…☆10,528Apr 20, 2026Updated 5 months ago
- Really Fast End-to-End Jax RL Implementations☆1,111Sep 9, 2024Updated 2 years ago
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆423Mar 18, 2026Updated 6 months ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,528Sep 15, 2026Updated 3 weeks ago
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆611Updated this week
- 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.
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,594Updated this week
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆281Jun 10, 2026Updated 4 months ago
- [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
- RL Environments in JAX 🌍☆934Aug 30, 2026Updated last month
- Simple single-file baselines for Q-Learning in pure-GPU setting☆245Nov 24, 2025Updated 10 months ago
- 🕹️ A diverse suite of scalable reinforcement learning environments in JAX☆868Sep 9, 2026Updated last month
- Distributed Reinforcement Learning accelerated by Lightning Fabric☆439Updated this week
- ☆272Aug 24, 2026Updated last month
- Reinforcement learning on general 2D physics environments in JAX. ICLR 2025 Oral.☆276Sep 24, 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.
- A framework for Reinforcement Learning research.☆290Sep 23, 2026Updated 2 weeks ago
- Partially Observable Process Gym☆229Jun 11, 2026Updated 3 months ago
- Multi-Agent Reinforcement Learning with JAX☆858Sep 10, 2026Updated last month
- (Crafter + NetHack) in JAX. ICML 2024 Spotlight.☆460Jun 20, 2026Updated 3 months ago
- Efficient baselines for autocurricula in JAX.☆216Aug 24, 2024Updated 2 years ago
- Massively parallel rigidbody physics simulation on accelerator hardware.☆3,248Updated this week
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆662Feb 10, 2024Updated 2 years ago
- The Fastest Deep Reinforcement Learning Library☆1,035Sep 16, 2026Updated 3 weeks ago
- Standalone library of frequently-used wrappers for dm_env environments.☆19Jul 9, 2024Updated 2 years 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.
- Building blocks for productive research☆73Updated this week
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆758Oct 26, 2022Updated 3 years ago
- Modular Single-file Reinfocement Learning Algorithms Library☆38May 16, 2023Updated 3 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆96Jun 4, 2024Updated 2 years ago
- A benchmark for offline goal-conditioned RL and offline RL☆499Updated this week
- A videogame made with PyGame turned into an Open AI Gym Learning Environment for Reinforcement Learning agents.☆14Jan 3, 2023Updated 3 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆125Aug 22, 2024Updated 2 years ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆944Dec 20, 2023Updated 2 years ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- 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.
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆282Aug 27, 2026Updated last month
- Parallel Q-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation☆77Aug 2, 2023Updated 3 years ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆158Apr 7, 2026Updated 6 months ago
- Puffing up reinforcement learning☆6,512Sep 13, 2026Updated 3 weeks ago
- Synchronized Curriculum Learning for RL Agents☆124Oct 3, 2026Updated last week
- ☆131Feb 25, 2025Updated last year
- Clean single-file implementation of offline RL algorithms in JAX☆184Jun 5, 2026Updated 4 months ago