A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
☆1,770Oct 14, 2026Updated last week
Alternatives and similar repositories for Minari
Users that are interested in Minari are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-objective Gymnasium environments for reinforcement learning☆1,237Updated this week
- PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama☆937Oct 14, 2026Updated last week
- Fast and procedurally generated side-scroller-game-like graphical environments (formerly Procgen)☆658Oct 5, 2026Updated 2 weeks ago
- An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments☆965Updated this week
- A collection of robotics simulation environments for reinforcement learning☆1,959Oct 14, 2026Updated last week
- 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 collection of reference environments for offline reinforcement learning☆1,709Nov 18, 2024Updated last year
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,376Aug 3, 2023Updated 3 years ago
- Scripts to recreate the D4RL datasets with Minari☆25Oct 9, 2026Updated last week
- An offline deep reinforcement learning library☆1,685Sep 10, 2025Updated last year
- A benchmark for offline goal-conditioned RL and offline RL☆506Oct 7, 2026Updated 2 weeks ago
- Clean single-file implementation of offline RL algorithms in JAX☆184Jun 5, 2026Updated 4 months ago
- ☆340Jan 23, 2022Updated 4 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆129Aug 30, 2024Updated 2 years ago
- Multi-objective multi-agent API and environments☆381Oct 9, 2026Updated last week
- 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.
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆613Oct 5, 2026Updated 2 weeks ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,898Oct 9, 2026Updated last week
- Simple and easily configurable grid world environments for reinforcement learning☆2,528Oct 15, 2026Updated last week
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆425Mar 18, 2026Updated 7 months ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,595Apr 20, 2026Updated 6 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
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- An elegant PyTorch offline reinforcement learning library for researchers.☆393Aug 9, 2026Updated 2 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆757Oct 26, 2022Updated 3 years 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.
- ☆272Aug 24, 2026Updated last month
- RL Environments in JAX 🌍☆934Updated this week
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,535Oct 9, 2026Updated last week
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,609Updated 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…☆663Feb 10, 2024Updated 2 years ago
- A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly …☆12,701Oct 14, 2026Updated last week
- The complete post-training stack for LLMs, plus RL for any problem. SFT, DPO and multi-turn agentic RL, with evolutionary hyperparameter …☆959Updated this week
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆118Apr 16, 2026Updated 6 months ago
- ☆58Jan 20, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,082May 23, 2024Updated 2 years ago
- Really Fast End-to-End Jax RL Implementations☆1,114Sep 9, 2024Updated 2 years ago
- The official implementation of flow Q-learning (FQL)☆339Jul 21, 2025Updated last year
- Unified Implementations of Offline Reinforcement Learning Algorithms☆236Dec 19, 2025Updated 10 months ago
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆281Jun 10, 2026Updated 4 months ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆141Nov 12, 2025Updated 11 months ago
- Code for conservative Q-learning☆494Dec 7, 2021Updated 4 years ago