Haishanliu

ALNS

Adaptive large neighbourhood search in Python.

CMPUT397_Reinforcement_Learning

Coursera Reinforcement Learning Specialization by University of Alberta

DDQN_for_Vehicle_Overtake

This projects trained the vehicle agent with the DDQN algorithm to perform safely overtake in the Highway Environment.

haishanliu.github.io

Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

Heterogeneous-Attentions-PDP-DRL

LNS-for-PDPTW-problem

Large Neighborhood Search Algorithm for PDPTW problem

LowExpRouting

mbrl-route

Reinforcement learning algorithm for making decisions in long distance routes regarding the duration of driving and rest periods.

Shared-Delivery

Shared delivery routing problem with consideration of energy consumption

Haishanliu/Shared-Delivery

Shared delivery routing problem with consideration of energy consumption

Haishanliu/ALNS

Adaptive large neighbourhood search in Python.

Haishanliu/CMPUT397_Reinforcement_Learning

Coursera Reinforcement Learning Specialization by University of Alberta

Haishanliu/DDQN_for_Vehicle_Overtake

This projects trained the vehicle agent with the DDQN algorithm to perform safely overtake in the Highway Environment.

Haishanliu/haishanliu.github.io

Haishanliu/Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

Haishanliu/Heterogeneous-Attentions-PDP-DRL

Haishanliu/LNS-for-PDPTW-problem

Large Neighborhood Search Algorithm for PDPTW problem

Haishanliu/LowExpRouting

Haishanliu/mbrl-route

Reinforcement learning algorithm for making decisions in long distance routes regarding the duration of driving and rest periods.

Haishanliu/MLQuestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

Haishanliu/Multi-Agent-RL

Paper list of multi-agent reinforcement learning (MARL)

Haishanliu/Naturalistic-SUMO-Gym

We provide an open source software package for AV based simulation and testing running a docker container

Haishanliu/phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

Haishanliu/RL-for-Transportation

Paper list of Reinforcement Learning (RL) applied on transportation

Haishanliu/RL-Ridesharing

Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning

Haishanliu/Simulator

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

Haishanliu/ST-MGCN

[AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)

Haishanliu/sumo-gym

OpenAI-gym like toolkit for developing and comparing reinforcement learning algorithms on SUMO.

Haishanliu/sumo-rl

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

Haishanliu/Transportation_Simulator