calmTeenager

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

Deep-Reinforcement-Learning-Algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Lhy_Machine_Learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

gdrl

Grokking Deep Reinforcement Learning

maskplace

spinningup

An educational resource to help anyone learn deep reinforcement learning.

CircuitNet

CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

RLCO-Papers

Paper collection of reinforcement learning based combinatorial optimization

GlobalRoutingProblemGenerator

Benchmark Generator for Global Routing

easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

circuit_training

DREAMPlace

Deep learning toolkit-enabled VLSI placement

DQN_GlobalRouting

Applying Deep Q-learning for Global Routing

atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Q-learning

An implementation of Q-learning

DRL-Pytorch

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

EDA-AI

Implementation of NeurIPS 2021 paper "On Joint Learning for Solving Placement and Routing in Chip Design" & NeurIPS 2022 paper "The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design".

3000

Excel版再要你命3000

gym

A toolkit for developing and comparing reinforcement learning algorithms.

AI_experiment

This is a repository of experiment project for our AI course.

Optimization-for-Asymmetric-Polarization-Converter

This repository is for designing high efficiency asymmetric polarization converter for blue light based on a deep reinforcement learning approach

oml-ppo

Deep Reinforcement Learning for Optical Design

RLexample

Some basic examples of playing with RL