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The Top 23 Python Deep Reinforcement Learning Dqn Open Source Projects

Open source projects categorized as Python Deep Reinforcement Learning Dqn
Categories > Machine Learning > Deep Reinforcement Learning
Cleanrl ⭐ 3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
most recent commit 3 months ago
Reinforcement Learning ⭐ 3,119
Minimal and Clean Reinforcement Learning Examples
most recent commit a year ago
Deeprl ⭐ 2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 2 years ago
Deep Reinforcement Learning With Pytorch ⭐ 2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit a year ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Deep Rl Tensorflow ⭐ 1,505
TensorFlow implementation of Deep Reinforcement Learning papers
most recent commit 6 years ago
Rainbow ⭐ 1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
most recent commit 2 years ago
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 2 years ago
Deep Q Learning ⭐ 894
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
most recent commit 4 years ago
Pysc2 Examples ⭐ 721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
most recent commit 3 years ago
Pytorch Rl ⭐ 703
Deep Reinforcement Learning with pytorch & visdom
most recent commit 6 years ago
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16most recent commit 5 months ago
Crypto Rl ⭐ 497
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
most recent commit 2 years ago
Tf2rl ⭐ 408
TensorFlow2 Reinforcement Learning
total releases 23most recent commit 2 years ago
Reinforcement Learning Algorithms ⭐ 407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
most recent commit 3 years ago
Deep_rl ⭐ 372
PyTorch implementations of deep reinforcement learning algorithms
most recent commit 3 years ago
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
total releases 2most recent commit 5 years ago
Machine Learning Is All You Need ⭐ 337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
most recent commit 8 months ago
Rls ⭐ 330
Reinforcement Learning Algorithms Based on PyTorch
most recent commit 3 years ago
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 6 years ago
Hands On Intelligent Agents With Openai Gym ⭐ 280
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
most recent commit a year ago
Deep Rl Trading ⭐ 248
playing idealized trading games with deep reinforcement learning
most recent commit 3 years ago
Rlgraph ⭐ 241
RLgraph: Modular computation graphs for deep reinforcement learning
most recent commit 4 years ago
The 5 Latest Releases In Python Deep Reinforcement Learning Dqn Open Source Projects
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16latest release November 16, 2023most recent commit 5 months ago
Tf2rl ⭐ 408
TensorFlow2 Reinforcement Learning
total releases 23latest release June 18, 2021most recent commit 2 years ago
Rainy ⭐ 28
:umbrella: Deep RL agents with PyTorch:umbrella:
dependent packages 1total releases 12latest release October 05, 2020most recent commit 3 years agopypi rainy} Downloads
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