kun zhou's repositories
Python-Project-Template
Python project template with unit-tests, documentation, ci-testing and workflows.
pyconcorde
Python wrapper around the Concorde TSP solver
Hands-on-RL
https://hrl.boyuai.com/
TSP-improve
An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
graph-convnet-tsp
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
OfflinePathOptimisation
An investigation of various path planning optimisation techniques from academic papers in Jupyter Notebook.
learning-to-delegate
[NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing
amazon-sagemaker-tsp-deep-rl
train, deploy, and make inferences using deep reinforcement learning to solve the Travelling Salesperson Problem
apollo
An open autonomous driving platform
learning-tsp
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
trajectory_planning_helpers
Useful functions used for path and trajectory planning at TUM/FTM
VRP-RL
Reinforcement Learning for Solving the Vehicle Routing Problem
reinforcement-learning
Personal experiments on Reinforcement Learning
path_optimizer
Optimization-based real-time path planning for vehicles.
Apollo-Note
Note for Apollo 3.0 perception, prediction and planning modules
reinforcement-learning-an-introduction-2nd-edition
reinforcement learning
reinforcement-learning-tic-tac-toe
A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function.
CarND-Path-Planning-Project
Self-Driving Car Engineer Program: Path Planning Project
Self-Driving-Cars
Coursera Open Courses from University of Toronto
medium-tsp
Appendix repository for Medium article "Routing Traveling Salesmen on Random Graphs using Reinforcement Learning, in PyTorch"
TSP-GNN
Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G with up to a given cost?)
awesome-AI-books
Some awesome AI related books and pdfs for learning and downloading
geometry-api-java
The Esri Geometry API for Java enables developers to write custom applications for analysis of spatial data. This API is used in the Esri GIS Tools for Hadoop and other 3rd-party data processing solutions.