pfnet / pfrlLinks
PFRL: a PyTorch-based deep reinforcement learning library
☆1,245Updated last year
Alternatives and similar repositories for pfrl
Users that are interested in pfrl are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning in PyTorch☆2,267Updated 4 years ago
- An offline deep reinforcement learning library☆1,541Updated 3 months ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,243Updated 4 years ago
- A collection of reference environments for offline reinforcement learning☆1,566Updated 9 months ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,334Updated last year
- Collection of reinforcement learning algorithms☆2,760Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,277Updated 5 months ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,182Updated 2 years ago
- Library for Model Based RL☆1,016Updated last year
- PyTorch implementation of soft actor critic☆904Updated last month
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,643Updated 3 years ago
- ChainerRL is a deep reinforcement learning library built on top of Chainer.☆1,196Updated 4 years ago
- A toolkit for reproducible reinforcement learning research.☆2,022Updated 2 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆1,948Updated 2 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,577Updated 8 months ago
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,545Updated last week
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆703Updated 2 years ago
- Python library for Reinforcement Learning.☆903Updated last month
- Simple and easily configurable grid world environments for reinforcement learning☆2,314Updated 3 weeks ago
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆638Updated last month
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆1,981Updated 3 months ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,079Updated 4 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,076Updated 2 years ago
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,298Updated last week
- TensorFlow2 Reinforcement Learning☆477Updated 3 years ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,106Updated this week
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆554Updated 2 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆475Updated last year
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,825Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆764Updated last year