PFRL: a PyTorch-based deep reinforcement learning library
☆1,266Mar 2, 2026Updated 3 weeks ago
Alternatives and similar repositories for pfrl
Users that are interested in pfrl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- ChainerRL is a deep reinforcement learning library built on top of Chainer.☆1,200Aug 10, 2021Updated 4 years ago
- Supplementary components to accelerate research and development in PyTorch☆280Mar 12, 2026Updated last week
- A library of reinforcement learning components and agents☆3,946Mar 12, 2026Updated last week
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆12,925Updated this week
- An offline deep reinforcement learning library☆1,644Sep 10, 2025Updated 6 months ago
- A PyTorch Platform for Distributed RL☆751Sep 15, 2021Updated 4 years ago
- A collection of reference environments for offline reinforcement learning☆1,662Nov 18, 2024Updated last year
- Library for Model Based RL☆1,058Jul 12, 2024Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 2 years ago
- Control section: Deep Reinforcement Learning framework☆276May 16, 2020Updated 5 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,927Jul 25, 2024Updated last year
- Tonic RL library☆419Jul 24, 2024Updated last year
- Simple and easily configurable grid world environments for reinforcement learning☆2,419Mar 2, 2026Updated 3 weeks ago
- 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
- Collection of reinforcement learning algorithms☆2,877Jun 17, 2024Updated last year
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,324Sep 4, 2022Updated 3 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,272Feb 9, 2021Updated 5 years ago
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,341Updated this week
- A collection of RL algorithms written in JAX.☆105Jul 5, 2022Updated 3 years ago
- [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
- An elegant PyTorch deep reinforcement learning library.☆10,376Dec 1, 2025Updated 3 months ago
- This project was moved to: https://github.com/coax-dev/coax☆161Nov 28, 2022Updated 3 years ago
- ☆1,411Mar 2, 2026Updated 3 weeks ago
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆419Aug 8, 2021Updated 4 years ago
- Deep reinforcement learning library built on top of Neural Network Libraries☆128Dec 16, 2024Updated last year
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,303Feb 20, 2026Updated last month
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,882May 29, 2022Updated 3 years ago
- A toolkit for reproducible reinforcement learning research.☆2,088May 4, 2023Updated 2 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- A PyTorch Library for Reinforcement Learning Research☆198Jun 22, 2025Updated 9 months ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,279Aug 12, 2024Updated last year
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,056May 23, 2024Updated last year
- A PyTorch library for building deep reinforcement learning agents.☆655Mar 17, 2024Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆710Jul 14, 2020Updated 5 years ago
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆756Mar 2, 2026Updated 3 weeks ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)☆3,166Apr 22, 2023Updated 2 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,418Apr 16, 2024Updated last year