Simple and easily configurable grid world environments for reinforcement learning
☆2,451May 11, 2026Updated last week
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☆723May 12, 2024Updated 2 years ago
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆765Mar 2, 2026Updated 2 months ago
- BabyAI platform. A testbed for training agents to understand and execute language commands.☆761Oct 1, 2023Updated 2 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆207Oct 5, 2022Updated 3 years ago
- Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments☆1,157Mar 27, 2026Updated last month
- 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.
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,816May 9, 2026Updated last week
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,407Apr 27, 2026Updated 3 weeks ago
- A collection of reference environments for offline reinforcement learning☆1,677Nov 18, 2024Updated last year
- Reinforcement Learning in PyTorch☆2,275Jan 4, 2021Updated 5 years ago
- Collection of reinforcement learning algorithms☆2,899Jun 17, 2024Updated last year
- Lightweight multi-agent gridworld Gym environment☆213Sep 21, 2023Updated 2 years ago
- ☆1,340May 27, 2024Updated last year
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,900May 29, 2022Updated 3 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆872Aug 12, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆331Dec 19, 2024Updated last year
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆517Feb 12, 2025Updated last year
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,324Sep 4, 2022Updated 3 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,544Mar 30, 2026Updated last month
- impact-driven-exploration☆135Oct 3, 2023Updated 2 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,260May 11, 2026Updated last week
- A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning ag…☆664Sep 6, 2019Updated 6 years ago
- A toolkit for reproducible reinforcement learning research.☆2,100May 4, 2023Updated 3 years ago
- A customizable framework to create maze and gridworld environments☆270Apr 5, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A PyTorch Platform for Distributed RL☆753Sep 15, 2021Updated 4 years ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,405May 12, 2026Updated last week
- 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.☆373Oct 9, 2023Updated 2 years ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,735Apr 20, 2026Updated 3 weeks ago
- Benchmarking the Spectrum of Agent Capabilities☆542Jan 23, 2024Updated 2 years ago
- A library of reinforcement learning components and agents☆3,985Apr 8, 2026Updated last month
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,578May 11, 2026Updated last week
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆756Oct 26, 2022Updated 3 years ago
- Multitask Environments for RL☆282Aug 23, 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.
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,715Aug 1, 2024Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,191Dec 8, 2022Updated 3 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,204Oct 17, 2022Updated 3 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- The NetHack Learning Environment☆982May 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"☆2,760Apr 9, 2024Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆175Jun 23, 2023Updated 2 years ago