This is the repository for the deep reinforcement learning in classic and novel wireless communication scnarios.
A Deep Reinforcment Learning Aproach to Texas Holdem
Reinforcment Learning accelerated Motion Planning Algorithm based on Frenetix and Frenetix_Motion_Planner
#计算机科学#An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
翻译 - 星际争霸II中的OpenDILab决策AI
Energy trading using DQN
Multi-Critic Policy Gradient Optimization for Quadcopter Coordination
Decentralized Reinforcment Learning: Global Decision-Making via Local Economic Transactions (ICML 2020)
Implemention of reinforcment learning by pytorch
Deep Learning 中文翻译
#计算机科学#《MIT Deep Learning》PDF格式
强化学习经典算法(offline\online learning, q-learning, DQN)的实现在平衡杆游戏和几个Atari 游戏 （CartPole\Pong\Boxing\MsPacman）
《Grokking Deep Learning》-《图解深度学习》
《Probabilistic Machine Learning》 - 《概率机器学习》系列丛书，作者 Kevin Murphy
#计算机科学#A resource for learning about Machine learning & Deep Learning
翻译 - 学习ML，DL，PyTorch和TensorFlow的资源。反馈总是感激:)
#自然语言处理#Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
翻译 - 通过从这些令人兴奋的演讲中学习，可以深入学习深度学习，强化学习，机器学习，计算机视觉和自然语言学习！
Notebooks for learning deep learning
翻译 - 深度学习笔记本
#计算机科学#Keras是一个基于 Python 的深度学习库，能够在TensorFlow、Microsoft Cognitive Toolkit、Theano或PlaidML之上运行。
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
实时目标检测 - YOLOv9 论文实现：Learning What You Want to Learn Using Programmable Gradient Information
Enjoy Learning.
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Basic Machine Learning and Deep Learning
翻译 - 基础机器学习和深度学习
machine learning and deep learning tutorials, articles and other resources
