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ai-edu

AI education materials for Chinese students, teachers and IT professionals.

artificial-intelligence

artificial_intelligence_practice

badou-jingpingban

cv

game_development_2

hello_world

image_information_retrival

Image_Information_Retrival

imylu

Pure Python implementation of machine learning algorithms

interviews

Everything you need to know to get the job.

intro_ml_practice

llmops

llmops-ui

localisation_cv

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

mcts_dashboard

mcts_visualisation_web

mooc-coursera-advanced-machine-learning

Content from Coursera's ADVANCED MACHINE LEARNING Specialization (Deep Learning, Bayesian Methods, Natural Language Processing, Reinforcement Learning, Computer Vision).

moss

psychicmaze

Game Development - Final Project

quizzler-gui-quiz-application

rovenr12

spoon-knife

This repo is for demonstration purposes only.

summerschool

td_mcts

Monte Carlo Tree Search (MCTS) is a popular technology in the field of real-time games and has good performance comparing with the other agents in pommerman. Recently, few studies introduce using the conceptsin reinforcement learning to enhance the performance in MCTS. By combining the concept of temporal difference (TD) in the tree policy, it gives a better result in the twoplayer game. This report implements the TD-UCT in Pommerman, being multiply agents’ game, and shows it does not have significant improvement. This report also enhances the opponent model and shown the opponent model can increase the performance.

the-mental-maze

web_development

xbot

Task-oriented Chatbot