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The Top 23 Python Reinforcement Learning Deep Q Network Open Source Projects

Open source projects categorized as Python Reinforcement Learning Deep Q Network
Categories > Machine Learning > Deep Q Network
Categories > Machine Learning > Reinforcement Learning
Reinforcement Learning With Tensorflow ⭐ 8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 9 months ago
Reinforcement Learning ⭐ 3,119
Minimal and Clean Reinforcement Learning Examples
most recent commit a year ago
Deep Q Learning ⭐ 894
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
most recent commit 4 years ago
Deeprl Tutorials ⭐ 726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
most recent commit 3 years ago
Pysc2 Examples ⭐ 721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
most recent commit 3 years ago
Tensorflow Reinforce ⭐ 477
Implementations of Reinforcement Learning Models in Tensorflow
most recent commit 6 years ago
Flappy Bird Deep Q Learning Pytorch ⭐ 407
Deep Q-learning for playing flappy bird game
most recent commit 3 years ago
Tetris Deep Q Learning Pytorch ⭐ 404
Deep Q-learning for playing tetris game
most recent commit a year ago
Uav Ddpg ⭐ 297
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
most recent commit 3 months ago
Accel Brain Code ⭐ 289
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces
dependent packages 2total releases 12most recent commit 4 months agopypi accel-brain-base} Downloads
Curl ⭐ 280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
most recent commit 3 years ago
Gym Fx ⭐ 187
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
most recent commit a year ago
Mlds2018spring ⭐ 106
Machine Learning and having it Deep and Structured (MLDS) in 2018 spring
most recent commit 5 years ago
Rl ⭐ 94
Deep Reinforcement Learning For Trading
most recent commit 8 months ago
Distributed_rl ⭐ 66
Pytorch implementation of distributed deep reinforcement learning
most recent commit 2 years ago
Essence ⭐ 66
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
most recent commit 4 years ago
Pytorch Learn Reinforcement Learning ⭐ 42
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
most recent commit 3 years ago
Dqn Using Pytorch And Ml Agents ⭐ 31
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
most recent commit 5 years ago
King Pong ⭐ 24
Deep Reinforcement Learning Pong Agent, King Pong, he's the best
most recent commit 7 years ago
Dqn ⭐ 22
Deep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment
most recent commit 7 years ago
Rewardshifting ⭐ 20
Code for paper Exploiting Reward Shifting in Value-Based Deep RL
most recent commit 6 months ago
Rocket_lander_gym ⭐ 16
💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.
most recent commit 6 years ago
Drlcache ⭐ 13
Deep reinforcement learning-based replacement strategy for content caching.
most recent commit 2 years ago
The 3 Latest Releases In Python Reinforcement Learning Deep Q Network Open Source Projects
Rocket Landing Rl ⭐ 6
Custom OpenAI Gym for vertical rocket landing and Deep Q-Learning implementation.
total releases 7latest release January 28, 2023most recent commit a year ago
Snake Gym ⭐ 9
A gym environment for the game snake, with a tiled version. Contains implementations for NEAT and RL.
total releases 13latest release December 11, 2019most recent commit 4 years ago
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