Simple and easily configurable grid world environments for reinforcement learning
☆2,516Sep 10, 2026Updated 3 weeks ago
Alternatives and similar repositories for Minigrid
Users that are interested in Minigrid are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆729May 12, 2024Updated 2 years ago
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆780Mar 2, 2026Updated 7 months ago
- BabyAI platform. A testbed for training agents to understand and execute language commands.☆768Oct 1, 2023Updated 3 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆208Oct 5, 2022Updated 3 years ago
- Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments☆1,195Mar 27, 2026Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,889Sep 12, 2026Updated 3 weeks ago
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,525Updated this week
- A collection of reference environments for offline reinforcement learning☆1,709Nov 18, 2024Updated last year
- Reinforcement Learning in PyTorch☆2,276Jan 4, 2021Updated 5 years ago
- Lightweight multi-agent gridworld Gym environment☆213Sep 21, 2023Updated 3 years ago
- Collection of reinforcement learning algorithms☆2,939Jun 17, 2024Updated 2 years ago
- ☆1,362May 27, 2024Updated 2 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,904May 29, 2022Updated 4 years 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
- 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.
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆518Feb 12, 2025Updated last year
- ☆334Dec 19, 2024Updated last year
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,328Sep 4, 2022Updated 4 years ago
- A customizable framework to create maze and gridworld environments☆272Apr 5, 2019Updated 7 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,560Sep 9, 2026Updated 3 weeks ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,862Sep 9, 2026Updated 3 weeks ago
- impact-driven-exploration☆137Oct 3, 2023Updated 3 years ago
- A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning ag…☆665Sep 6, 2019Updated 7 years ago
- A toolkit for reproducible reinforcement learning research.☆2,131May 4, 2023Updated 3 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.
- A PyTorch Platform for Distributed RL☆756Sep 15, 2021Updated 5 years ago
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,707Sep 22, 2026Updated last week
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,527Sep 15, 2026Updated 2 weeks ago
- A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.☆376Oct 9, 2023Updated 2 years ago
- Benchmarking the Spectrum of Agent Capabilities☆597Jan 23, 2024Updated 2 years ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,488Apr 20, 2026Updated 5 months ago
- A library of reinforcement learning components and agents☆4,071Updated this week
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆758Oct 26, 2022Updated 3 years ago
- Multitask Environments for RL☆283Aug 23, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,766Aug 1, 2024Updated 2 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,203Oct 17, 2022Updated 3 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,222Dec 8, 2022Updated 3 years ago
- Real-World RL Benchmark Suite☆366Aug 11, 2020Updated 6 years ago
- The NetHack Learning Environment☆986May 6, 2024Updated 2 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,776Apr 9, 2024Updated 2 years ago
- This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.☆640May 18, 2022Updated 4 years ago