An offline deep reinforcement learning library
☆1,648Sep 10, 2025Updated 6 months ago
Alternatives and similar repositories for d3rlpy
Users that are interested in d3rlpy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A collection of reference environments for offline reinforcement learning☆1,663Nov 18, 2024Updated last year
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,059May 23, 2024Updated last year
- An out-of-the-box GUI tool for offline deep reinforcement learning☆103May 29, 2021Updated 4 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…☆1,334Aug 3, 2023Updated 2 years ago
- Code for conservative Q-learning☆476Dec 7, 2021Updated 4 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 2 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆386Jul 11, 2025Updated 8 months ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆660Apr 6, 2021Updated 4 years ago
- A collection of offline reinforcement learning algorithms.☆208Nov 26, 2024Updated last year
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆500Jan 10, 2026Updated 2 months ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆400Dec 18, 2021Updated 4 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆126Aug 30, 2024Updated last year
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- ☆203Mar 25, 2023Updated 3 years ago
- Collection of reinforcement learning algorithms☆2,884Jun 17, 2024Updated last year
- Benchmark data for d3rlpy☆21Nov 28, 2023Updated 2 years ago
- Conservative Q Learning on top of SAC☆138Oct 15, 2022Updated 3 years ago
- Library for Model Based RL☆1,058Jul 12, 2024Updated last year
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,777Apr 29, 2024Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆868Aug 12, 2024Updated last year
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,279Aug 12, 2024Updated last year
- ☆1,323May 27, 2024Updated last year
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,327Jul 8, 2025Updated 8 months ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆12,925Mar 18, 2026Updated last week
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 3 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆753Oct 26, 2022Updated 3 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,771Jan 20, 2026Updated 2 months ago
- ☆361Oct 12, 2022Updated 3 years ago
- Clean single-file implementation of offline RL algorithms in JAX☆174Nov 24, 2025Updated 4 months ago
- ☆322Jan 23, 2022Updated 4 years ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆46Jul 27, 2023Updated 2 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆80Aug 14, 2022Updated 3 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,419Mar 2, 2026Updated 3 weeks ago
- An elegant PyTorch deep reinforcement learning library.☆10,413Dec 1, 2025Updated 3 months ago
- A toolkit for reproducible reinforcement learning research.☆2,088May 4, 2023Updated 2 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆163Jul 17, 2020Updated 5 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,711Jan 7, 2025Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆129Feb 8, 2022Updated 4 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆148May 6, 2024Updated last year