Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
☆559Jun 26, 2023Updated 2 years ago
Alternatives and similar repositories for batch_rl
Users that are interested in batch_rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for conservative Q-learning☆478Dec 7, 2021Updated 4 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆662Apr 6, 2021Updated 5 years ago
- A collection of reference environments for offline reinforcement learning☆1,666Nov 18, 2024Updated last year
- An offline deep reinforcement learning library☆1,654Sep 10, 2025Updated 7 months ago
- ☆203Mar 25, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 3 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,063May 23, 2024Updated last year
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆164Jul 17, 2020Updated 5 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆540Nov 22, 2022Updated 3 years ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- Collection of reinforcement learning algorithms☆2,888Jun 17, 2024Updated last year
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆127Aug 30, 2024Updated last year
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,784Apr 29, 2024Updated last year
- ☆322Jan 23, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆603Oct 28, 2020Updated 5 years ago
- ☆88Jul 30, 2024Updated last year
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆531Oct 6, 2022Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆403Dec 18, 2021Updated 4 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Sep 7, 2021Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆323Jan 11, 2024Updated 2 years ago
- A library of reinforcement learning components and agents☆3,960Updated this week
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,539Mar 30, 2026Updated last week
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Dream to Control: Learning Behaviors by Latent Imagination☆589Sep 10, 2021Updated 4 years ago
- Implementation of advantage-weighted regression.☆209May 30, 2020Updated 5 years ago
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆237Feb 10, 2023Updated 3 years ago
- Reinforcement Learning in PyTorch☆2,273Jan 4, 2021Updated 5 years ago
- DrQ: Data regularized Q☆420Jan 13, 2023Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆711Jul 14, 2020Updated 5 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,053Jul 14, 2023Updated 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…☆1,340Aug 3, 2023Updated 2 years ago
- ☆360Oct 12, 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.
- RAD: Reinforcement Learning with Augmented Data☆418Mar 29, 2021Updated 5 years ago
- A PyTorch Platform for Distributed RL☆751Sep 15, 2021Updated 4 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,417Nov 29, 2023Updated 2 years ago
- A collection of offline reinforcement learning algorithms.☆208Nov 26, 2024Updated last year
- ☆114Aug 6, 2024Updated last year
- Library for Model Based RL☆1,061Jul 12, 2024Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆870Aug 12, 2024Updated last year