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caixukun's Projects

aequilibrae icon aequilibrae

aequilibrae - Python package for transportation modeling

ai-gametheory icon ai-gametheory

This repository contains code that solves some of the games I've analyzed such as Nim, Farkle, Blackjack, Minesweeper, Sudoku, etc.

air-quality-prediction icon air-quality-prediction

We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, long short-term memory), which replaces the fully connected network in the classical LSTM with convolutional operations.

algorithms-notes icon algorithms-notes

《算法(第4版)》笔记及代码 | 《Algorithms(Fourth Edition)》notes & code

amod icon amod

Autonomous Vehicles Intelligence Analysis

autonomous-rideshare-planner-and-controller icon autonomous-rideshare-planner-and-controller

This project looks at performing optimal control and planning on an autonomous rideshare vehicle. Given the dynamic model of the car, the start and end location of the vehicle, the location of the stops, and the constraints of the map, this planner and controller is able to find the optimal route and vehicle dynamics.

av-platooning-data icon av-platooning-data

Data for reserach Shi, X. and Li, X., 2020. Empirical Study on Car Following Characteristics of Automated Vehicles with Different Headway Settings. Transportation Research Part C: Emerging Technologies.

avfirstmilelastmile icon avfirstmilelastmile

This repository is for designing the transit network with AVs for first mile and last mile access.

cityflow icon cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

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