Reza Safarzadeh's repositories
tf2rl
TensorFlow2 Reinforcement Learning
vrp-solver
Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) solver written in Python.
fastdtw
A Python implementation of FastDTW
lets-do-irl
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
homework_fall2020
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)
map_matching
Map Matching
Inverse-Reinforcement-Learning
Implementations of selected inverse reinforcement learning algorithms.
webxr-samples
Samples to demonstrate use of the WebXR Device API
noiseplanet
A Python package for Map Matching and Mapping. Research work for Noise Planet center.
Configurable-Map-Viewer
Configurable Map Viewer
pgMapMatch
map-matching of GPS traces
ST-Matching
A Python implementation of the ST-Matching algorithm
inverse_rl
Implementing the two pioneering IRL papers "Algorithms for Inverse Reinforcement Learning" - (Ng &Russell 2000) and "Maximum Entropy Inverse Reinforcement Learning" - (Ziebart et al. 2008)
LiteratureDL4Graph
A comprehensive collection of recent papers on graph deep learning
tmmpy
Tools for Map Matching using Python
Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn
Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.
map_matching-1
Algorithms to find the streets that a vehicle should have traveled to generate a given GPS track
Awesome-Decision-Making-Reinforcement-Learning
A selection of state-of-the-art research materials on decision making and motion planning.
Offline-MapMatching
a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm
3d-bin-packing-problem
A python model of 3D Bin Packing problem
STGCN-1
A PyTorch implementation of the paper https://arxiv.org/abs/1709.04875
BaiduTraffic
This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).
T-GCN
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Sample-Code_Rout-Planning
Sample code of finding the shortest path in road network using NetworkX
Traccar_java
Java Source
real-time-units-gps-tracking
Implementation of a real-time GPS tracking service with Python and Apache Kafka.
Trajectory_Segmentation
This repo contains the code and sample data for "Discovery of Driving Patterns by Trajectory Segmentation" paper.