A collection of reference environments for offline reinforcement learning
☆1,676Nov 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☆1,659Sep 10, 2025Updated 7 months ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆511Apr 24, 2026Updated last week
- Code for conservative Q-learning☆483Dec 7, 2021Updated 4 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,065May 23, 2024Updated last year
- 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.
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,794Apr 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…☆1,353Aug 3, 2023Updated 2 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,806Jan 20, 2026Updated 3 months ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆663Apr 6, 2021Updated 5 years ago
- Collection of reinforcement learning algorithms☆2,899Jun 17, 2024Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆558Jun 26, 2023Updated 2 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆408Dec 18, 2021Updated 4 years ago
- Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"☆1,271Jul 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
- 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 elegant PyTorch offline reinforcement learning library for researchers.☆389Updated this week
- ☆327Jan 23, 2022Updated 4 years ago
- Python interface for accessing the near real-world offline reinforcement learning (NeoRL) benchmark datasets☆135Nov 21, 2024Updated last year
- A collection of offline reinforcement learning algorithms.☆208Nov 26, 2024Updated last year
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,567Updated this week
- Library for Model Based RL☆1,061Jul 12, 2024Updated last year
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆533Oct 6, 2022Updated 3 years ago
- ☆362Oct 12, 2022Updated 3 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆756Oct 26, 2022Updated 3 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.
- 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 3 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,438Apr 25, 2026Updated last week
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,425Nov 29, 2023Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆603Oct 28, 2020Updated 5 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,188Apr 19, 2026Updated 2 weeks ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆130Feb 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.☆2,100May 4, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A large-scale benchmark and learning environment.☆1,760Jan 25, 2025Updated last year
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆433May 31, 2022Updated 3 years ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,679Apr 20, 2026Updated 2 weeks ago
- robosuite: A Modular Simulation Framework and Benchmark for Robot Learning☆2,392Mar 3, 2026Updated 2 months ago
- A collection of robotics simulation environments for reinforcement learning☆895Apr 20, 2026Updated 2 weeks ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆543Nov 22, 2022Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆228May 19, 2024Updated last year