AoLiGei728's repositories
ZhengZhiYuan.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
matsim-maas
This project contains a collection of examples to run (Autonomous) Mobility as a Service in MATSim.
bss-optimization
Creating a optimization model for the bike sharing rebalancing problem using python and mip.
GR-MADRL-AMoD
Code for Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems
alonso-mora
Pooled fleet dispatching by Alonso-Mora et al. (2017) for MATSim
aviz
Animates vehicle fleet routing traces using JS + Mapbox.
synthetic-population
Full synthetic population for Melbourne's 4+ million residents. Code for An Activity-Based Model of Transport Demand for Greater Melbourne
offline-rl-for-amod
Code for Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning
rebalancing_minimizer
a tool that can predict a proposed Bike Share Toronto station's burden on the rebalancing team, using the proposed station's longitude, latitude, and elevation
slevels
Autonomous mobility-on-demand system routing application with on-demand hiring and service-level contracts.
pamod
Code for On the interaction between Autonomous Mobility-on-Demand systems and the power network: models and coordination algorithms
amodeus
Autonomous Mobility-on-Demand Extremely Useful Simulation
citibike
Predicting Citi Bike trip demand and analyzing need for bike rebalancing
Rebalancing-Bike-Sharing
Mathematical Model used for the rebalancing problem in bike-sharing system
matsim-AMoD
A fork of MATSIM's DVRP module for rebalancing of self-driving vehicles in an Autonomous Mobility on Demand (AMoD) framework
BIXI-optimization
Route optimization for bike rebalancing within the BIXI bike-sharing system
gnn-rl-for-amod
Code for Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems
mixed-fleet-MoD
This repository consists of codes to control a mixed fleet of autonomous and human-driven vehicles providing Mobility-on-Demand services.
AMoD-toolkit
A reference implementation of the time-varying, charge-aware network flow model for AMoD systems. Code for On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks -- An Optimal Power Flow Approach
PSO-BikeSharingRebalancingProblem
An implementation of the Particle Swarm Optimization method applied to the specific problem of Bike Sharing Redistribution
CPLEX-BikeSharingRebalancingProblem
A CPLEX implementation to solve the specific problem of Bike Sharing Redistribution
MIT-15.072-Bike-Rebalancing
This project was conducted during the MIT 15.072 Analytics Edge course (Fall 2020).
COMP6651
Bike Sharing Rebalancing Problem Solution by Greedy Heuristic Algorithm, Greedy Algorithm and K-means Clustering Algorithm
BikeRebalancing
Simulations of the paper entitled `Spatial-Temporal Inventory Rebalancing for Bike Sharing Systems with Worker Recruitment`
bicycle-rebalancing-optimization
Statistical and optimization model using historical data to predict expected number of bike arrivals and departures at each station and based on real time demand and supply, calculate the optimal way to rebalance all bikes across network stations.
unbalanced-opf-toolkit
Code for On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks -- An Optimal Power Flow Approach