#计算机科学# Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learnin...
翻译 - 从零开始的机器学习。机器学习模型和算法的裸露NumPy实现重点在于可访问性。旨在涵盖从线性回归到深度学习的所有内容。
#计算机科学# The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement lea...
翻译 - Unity机器学习代理工具包
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
翻译 - 来自Microsoft AI&Research的基于Unreal Engine / Unity的自动驾驶汽车开源模拟器
#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!
#计算机科学# Open-source simulator for autonomous driving research.
翻译 - 用于自动驾驶研究的开源模拟器。
#计算机科学# Tutorials, assignments, and competitions for MIT Deep Learning related courses.
翻译 - 麻省理工学院深度学习相关课程的教程,作业和竞赛。
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
#计算机科学# Trax — Deep Learning with Clear Code and Speed
翻译 - Trax –您进阶深度学习的道路
#计算机科学# (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
翻译 - (⌐■_■)-深度强化学习工具可用于WiFi穿网。
#计算机科学# Lab Materials for MIT 6.S191: Introduction to Deep Learning
翻译 - MIT 6.S191的实验室材料:深度学习简介
#计算机科学# Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
翻译 - 使用深度强化学习(深度Q学习)的Flappy Bird hack。
#计算机科学# High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
翻译 - DQN、AC、ACER、A2C、A3C、PG、DDPG、TRPO、PPO、SAC、TD3 和...的 PyTorch 实现。
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
#计算机科学# A curated list of reinforcement learning with human feedback resources (continually updated)
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
翻译 - 纸牌(扑克)游戏中的强化学习/人工智能机器人 - Blackjack、Leduc、Texas、DouDizhu、Mahjong、UNO。
#计算机科学# A modular high-level library to train embodied AI agents across a variety of tasks and environments.