Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
☆3,207Apr 22, 2023Updated 3 years ago
Alternatives and similar repositories for minimalRL
Users that are interested in minimalRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- provides all the codes from the book "RL from basics(바닥부터 배우는 강화학습)"☆179Apr 22, 2023Updated 3 years ago
- Reinforcement Learning in PyTorch☆2,280Jan 4, 2021Updated 5 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,936Jul 25, 2024Updated last year
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,901May 29, 2022Updated 4 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,426Apr 16, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,008Apr 20, 2026Updated 2 months ago
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,873May 25, 2024Updated 2 years ago
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆2,024Jun 20, 2026Updated last week
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,178Nov 4, 2021Updated 4 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,635Mar 24, 2023Updated 3 years ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,736Aug 1, 2024Updated last year
- Collection of reinforcement learning algorithms☆2,909Jun 17, 2024Updated 2 years ago
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,331Sep 4, 2022Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,347Mar 13, 2025Updated 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.
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,286Feb 9, 2021Updated 5 years ago
- An educational resource to help anyone learn deep reinforcement learning.☆11,830Aug 5, 2024Updated last year
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,482Jun 19, 2026Updated last week
- An elegant PyTorch deep reinforcement learning library.☆10,813Apr 3, 2026Updated 2 months ago
- Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.☆1,035Jun 10, 2026Updated 2 weeks ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,048Jul 13, 2023Updated 2 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,079May 19, 2021Updated 5 years ago
- Structural implementation of RL key algorithms☆517Apr 8, 2023Updated 3 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆487Nov 19, 2021Updated 4 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.
- Python Implementation of Reinforcement Learning: An Introduction☆14,696Aug 9, 2024Updated last year
- Simple and easily configurable grid world environments for reinforcement learning☆2,473Updated this week
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,204Oct 17, 2022Updated 3 years ago
- ☆1,342May 27, 2024Updated 2 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆726May 12, 2024Updated 2 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆4,851Feb 11, 2026Updated 4 months ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,427Nov 29, 2023Updated 2 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,551Mar 30, 2026Updated 2 months ago
- A toolkit for reproducible reinforcement learning research.☆2,110May 4, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆2,361Jul 9, 2024Updated last year
- Minimal and Clean Reinforcement Learning Examples☆3,644Jun 12, 2026Updated 2 weeks ago
- A collection of reference environments for offline reinforcement learning☆1,690Nov 18, 2024Updated last year
- A PyTorch Platform for Distributed RL☆754Sep 15, 2021Updated 4 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,087Jul 14, 2023Updated 2 years ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,342Feb 20, 2026Updated 4 months ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,701Jun 21, 2026Updated last week