haishanliu Goto Github PK

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.

multi-agent-rl

Paper list of multi-agent reinforcement learning (MARL)

naturalistic-sumo-gym

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

phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

rl-for-transportation

Paper list of Reinforcement Learning (RL) applied on transportation

rl-ridesharing

Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning

shared-delivery

Shared delivery routing problem with consideration of energy consumption

simulator

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

st-mgcn

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

sumo-gym

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

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.

transportation_simulator