q-learning-algorithms VS cleanrl

Compare q-learning-algorithms vs cleanrl and see what are their differences.

q-learning-algorithms

This repository will aim to provide implementations of q-learning algorithms (DQN, Double-DQN, ...) using Pytorch. (by thomashirtz)
reinforcement-learning Pytorch Python Algorithms Deep Learning Machine Learning
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cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG) (by vwxyzjn)
Wandb reinforcement-learning Pytorch Python Gym Machine Learning deep-reinforcement-learning Deep Learning atari ale A2c proximal-policy-optimization Ppo advantage-actor-critic actor-critic phasic-policy-gradient
Source Code
docs.cleanrl.dev
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q-learning-algorithms cleanrl
1 41
4 4,353
- -
0.0 6.7
almost 3 years ago about 1 month ago
Python Python
- GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

q-learning-algorithms

Posts with mentions or reviews of q-learning-algorithms. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning q-learning-algorithms yet.
Tracking mentions began in Dec 2020.

cleanrl

Posts with mentions or reviews of cleanrl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-24.

What are some alternatives?

When comparing q-learning-algorithms and cleanrl you can also consider the following projects:

stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

tianshou - An elegant PyTorch deep reinforcement learning library.

d3rlpy - An offline deep reinforcement learning library

reinforcement-learning-discord-wiki - The RL discord wiki

mbrl-lib - Library for Model Based RL

machin - Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

bomberland - Bomberland: a multi-agent AI competition based on Bomberman. This repository contains both starter / hello world kits + the engine source code

sample-factory - High throughput synchronous and asynchronous reinforcement learning

Deep-Reinforcement-Learning-Algorithms-with-PyTorch - PyTorch implementations of deep reinforcement learning algorithms and environments

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

spinningup - An educational resource to help anyone learn deep reinforcement learning.

deep_rl_zoo - A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

cleanrl vs stable-baselines3 cleanrl vs tianshou cleanrl vs d3rlpy cleanrl vs reinforcement-learning-discord-wiki cleanrl vs mbrl-lib cleanrl vs machin q-learning-algorithms vs bomberland cleanrl vs sample-factory cleanrl vs Deep-Reinforcement-Learning-Algorithms-with-PyTorch cleanrl vs wandb cleanrl vs spinningup cleanrl vs deep_rl_zoo