A toolkit for reproducible reinforcement learning research.
☆2,110May 4, 2023Updated 3 years ago
Alternatives and similar repositories for garage
Users that are interested in garage are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆3,068Jun 10, 2023Updated 3 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,839Updated this week
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,736Aug 1, 2024Updated last year
- Collection of reinforcement learning algorithms☆2,912Jun 17, 2024Updated 2 years ago
- Reinforcement Learning in PyTorch☆2,279Jan 4, 2021Updated 5 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.
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,331Sep 4, 2022Updated 3 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,427Nov 29, 2023Updated 2 years ago
- An educational resource to help anyone learn deep reinforcement learning.☆11,830Aug 5, 2024Updated last year
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,482Jun 19, 2026Updated last week
- A collection of reference environments for offline reinforcement learning☆1,693Nov 18, 2024Updated last year
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,620Jun 22, 2026Updated last week
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,901May 29, 2022Updated 4 years ago
- A library of reinforcement learning components and agents☆4,005Apr 8, 2026Updated 2 months ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,473Updated this 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.
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,204Oct 17, 2022Updated 3 years ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,701Jun 21, 2026Updated last week
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,551Mar 30, 2026Updated 3 months ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆508Dec 1, 2022Updated 3 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆248Sep 30, 2022Updated 3 years ago
- Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch☆884Dec 27, 2022Updated 3 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,877Mar 24, 2026Updated 3 months ago
- Library for Model Based RL☆1,064Jul 12, 2024Updated last year
- 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.
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,008Apr 20, 2026Updated 2 months ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆555Nov 22, 2022Updated 3 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆475Jul 6, 2023Updated 2 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆665Apr 6, 2021Updated 5 years ago
- ☆364Oct 12, 2022Updated 3 years ago
- A large-scale benchmark and learning environment.☆1,786Jan 25, 2025Updated last year
- Multitask Environments for RL☆283Aug 23, 2021Updated 4 years ago
- Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.☆879Oct 16, 2021Updated 4 years ago
- An offline deep reinforcement learning library☆1,664Sep 10, 2025Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An elegant PyTorch deep reinforcement learning library.☆10,813Apr 3, 2026Updated 2 months ago
- Massively parallel rigidbody physics simulation on accelerator hardware.☆3,196May 18, 2026Updated last month
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,447Updated this week
- TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.☆3,017Jan 16, 2026Updated 5 months ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,426Apr 16, 2024Updated 2 years ago
- Clone of OpenAI's Spinning Up in PyTorch☆156Apr 19, 2022Updated 4 years ago
- Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning☆218Dec 27, 2022Updated 3 years ago