NancoChow

HINRL4Rec

HINRL4Rec: a novel integrated heterogeneous network embedding with reinforcement learning for recommendation

deep-rl-ddpg-self-driving-car

Deep reinforcement learning - DDPG algorithm with self driving car in Torcs

SlateQ

A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms

AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

ant-learn-pandas

pandas学习课程代码仓库

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.

Awesome-Deep-Reinforcement-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.

carla-driving-rl-agent

Using Model-free Reinforcement Learning to teach an agent how to drive in the CARLA simulator

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

daiwk.github.io

main page

DBRL

Dataset Batch(offline) Reinforcement Learning for recommender system

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

DRL-Research-Aids

This repository provides gathered tips/resources/information and some personal recommendations to conduct DRL research. If you have any suggestions, feel free to tell me or contribute to this repository.

DRL4Recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

LeetCode-Python

LeetCode solutions in Python2. LeetCode题解 in Python2。

leetcode-solutions

Solutions for LeetCode

LeetcodeTop

汇总各大互联网公司容易考察的高频leetcode题🔥

lihang-code

《统计学习方法》的代码实现

ORL4REC

This is the implementation of RL4Rec

PARL

A high-performance distributed training framework for Reinforcement Learning

PGPR

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

Recommender_system_via_deep_RL

The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling by Liu et al.

RL-frenet-trajectory-planning-in-CARLA

RL4RS

reinforcement learning for recommendation systems.

RL_CARLA

Train auto_car in CARLA simulator with RL algorithms(SAC).

TDDPG-Rec

The code to reproduce the experimental results for "A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation".

Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

tutorials

机器学习相关教程