An educational resource to help anyone learn deep reinforcement learning.
☆11,735Aug 5, 2024Updated last year
Alternatives and similar repositories for spinningup
Users that are interested in spinningup are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,698Aug 1, 2024Updated last year
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,175Mar 26, 2026Updated last month
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,145Apr 19, 2026Updated last week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,322Sep 4, 2022Updated 3 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,579Apr 3, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,963Jul 13, 2023Updated 2 years ago
- Python Implementation of Reinforcement Learning: An Introduction☆14,632Aug 9, 2024Updated last year
- MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.☆3,134Dec 10, 2023Updated 2 years ago
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- A toolkit for reproducible reinforcement learning research.☆2,096May 4, 2023Updated 2 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,931Jul 25, 2024Updated last year
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,615Updated this week
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,874Mar 24, 2026Updated last month
- Collection of reinforcement learning algorithms☆2,899Jun 17, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆42,275Updated this week
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,896May 29, 2022Updated 3 years ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,694Updated this week
- TensorFlow Reinforcement Learning☆3,135Dec 8, 2022Updated 3 years ago
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆3,059Jun 10, 2023Updated 2 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,422Nov 29, 2023Updated 2 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,426Apr 16, 2024Updated 2 years ago
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,544Updated this week
- A library of reinforcement learning components and agents☆3,969Apr 8, 2026Updated 2 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,060Jul 14, 2023Updated 2 years ago
- An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly…☆11,780Updated this week
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,317Feb 20, 2026Updated 2 months ago
- Repo for the Deep Reinforcement Learning Nanodegree program☆5,166Nov 16, 2023Updated 2 years ago
- Reinforcement learning resources curated☆9,735May 25, 2023Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,670Nov 18, 2024Updated last year
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,204Oct 17, 2022Updated 3 years ago
- Retro Games in Gym☆3,583Feb 22, 2024Updated 2 years ago
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,780Apr 2, 2026Updated 3 weeks 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.
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,562Apr 11, 2022Updated 4 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆35,442Updated this week
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,175Nov 4, 2021Updated 4 years ago
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆5,174Updated this week
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,623May 25, 2024Updated last year
- Paper list of multi-agent reinforcement learning (MARL)☆4,800Feb 11, 2026Updated 2 months ago
- Google Research☆37,778Updated this week