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institut teknologi sumatera
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Lists (16)
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Starred repositories
Reinforcement Learning Algorithms in FrozenLake-v1
Research on finding an optimal batch size for training a Deep Q Network (DQN) empirically.
A toolkit of Reinforcement Learning based Recommendation (RL4Rec)
Collection of my learning projects.
Deep Q-Network (DQN) and Fitted Q-Iteration (FQI) tutorial for RL Summer School 2023
User personas recommender system
Lecture slides for the MARL book (www.marl-book.com)
This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.
Deep Reinforcement Learning Algorithms in PyTorch
This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and …
This respository contains public preprocessed datasets used in research experiments for MAT.
Hands-On Graph Neural Networks Using Python, published by Packt
analyze your own instagram social network
Python script to scrape Instagram network
Program performs social network analysis on more than 200 Twitter users.
An elegant PyTorch offline reinforcement learning library for researchers.
Social network analysis code examples for PyCon 2019 talk
Deep Reinforcement learning for Recommendation
Best Practices on Recommendation Systems
This is a repo containing recent papers related to temporal (sequential) recommender system
the code of paper "Context- and Category-aware Next POI Recommendation Model with Double Self-Attention"
An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)
This repository contains Deep Q-Networks and Double DQN implementation in tensorflow for Open AI Gym environments.