bulentsoykan Goto Github PK

followers: 10.0 following: 243.0 repos: 144.0 gists: 1.0

Name: Bulent Soykan

Type: User

Company: University of Central Florida

Twitter: bulentsoykan

Location: Orlando, FL

Blog: bulentsoykan.github.io

Hi there 👋

I'm Bulent Soykan, a Senior Operations Research (OR) Analyst with 27 years of experience, possessing an extensive skill-set in statistical analysis, OR, applied mathematics, simulation and modeling, machine learning, programming, strategic planning, and the streamlining of business policies and processes, with PMP certification and a track record of successful project completion and goal achievement.

✨ About me ✨

🔭 I’m a postdoctoral researcher at School of Modeling, Simulation, and Training, University of Central Florida and I am currently working on to solve large-scale scheduling problems with optimization (MIP), simulation and machine learning (reinforcement learning).
🌱 I’m currently learning graph neural networks, deep reinforcement learning to solve sequential decision making problems, and design/development of digital twins.
👯 I’m looking to collaborate on optimization (MIP), simulation and machine learning (reinforcement learning) projects.
💬 Ask me about optimization (MIP), simulation and experimantal design.
📫 How to reach me: [email protected]
😄 Pronouns: He/him
⚡ Fun fact: I know it is not true but I truly feel like I'm still twenty years old.

Bulent Soykan's Projects

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement_learning_an_introduction

Notes and exercise solutions for second edition of Sutton & Barto's book

reinforcementlearningintro

rl4rl

The main page for Reinforcement Learning for Real Life (RL4RL)

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

robustness

Robustness for Neural Networks

scatterserach

ScatterSerach

scientific-programming-with-python

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

setcover

Open source solvers for the Discrete Optimization set cover assignment.

simsharp

Sim# is a .NET port of SimPy, process-based discrete event simulation framework

simulated_annealing

Simulated Annealing, one of the best known metaheuristics, implementation for an unconstrained optimization problem called six hump camelback function