A collection of reference environments for offline reinforcement learning
☆1,693Nov 18, 2024Updated last year
Alternatives and similar repositories for D4RL
Users that are interested in D4RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆203Mar 25, 2023Updated 3 years ago
- An offline deep reinforcement learning library☆1,667Sep 10, 2025Updated 9 months ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆518Updated this week
- Code for conservative Q-learning☆486Dec 7, 2021Updated 4 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,067May 23, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,820Apr 29, 2024Updated 2 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,363Aug 3, 2023Updated 2 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,839Jun 26, 2026Updated last week
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆665Apr 6, 2021Updated 5 years ago
- Collection of reinforcement learning algorithms☆2,912Jun 17, 2024Updated 2 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆409Dec 18, 2021Updated 4 years ago
- Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"☆1,290Jul 18, 2024Updated last year
- [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
- 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.
- An elegant PyTorch offline reinforcement learning library for researchers.☆393May 2, 2026Updated 2 months ago
- Python interface for accessing the near real-world offline reinforcement learning (NeoRL) benchmark datasets☆136Nov 21, 2024Updated last year
- ☆330Jan 23, 2022Updated 4 years ago
- A collection of offline reinforcement learning algorithms.☆209Nov 26, 2024Updated last year
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,621Jun 28, 2026Updated last week
- Library for Model Based RL☆1,064Jul 12, 2024Updated last year
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆536Oct 6, 2022Updated 3 years ago
- ☆364Oct 12, 2022Updated 3 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆756Oct 26, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 4 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,473Jun 24, 2026Updated last week
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,430Nov 29, 2023Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆605Oct 28, 2020Updated 5 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,526Jun 19, 2026Updated 2 weeks ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆136Feb 8, 2022Updated 4 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆164Jul 17, 2020Updated 5 years ago
- A toolkit for reproducible reinforcement learning research.☆2,110May 4, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A large-scale benchmark and learning environment.☆1,791Jan 25, 2025Updated last year
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆438May 31, 2022Updated 4 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆555Nov 22, 2022Updated 3 years ago
- robosuite: A Modular Simulation Framework and Benchmark for Robot Learning☆2,483Jun 26, 2026Updated last week
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,043Apr 20, 2026Updated 2 months ago
- A collection of robotics simulation environments for reinforcement learning☆932Jun 24, 2026Updated last week
- OpenAI Gym wrapper for the DeepMind Control Suite☆229May 19, 2024Updated 2 years ago