Pinned Repositories
mta-gtfs-rl-irl
This project explores the application of Reinforcement Learning (RL) and Inverse Reinforcement Learning (IRL) to optimize bus transit schedules using real-world transit data. The primary objective is to develop a predictive model that can generate efficient bus schedules, reduce delays, and improve the reliability of public transportation services.
multi-agent-chess-game
Implementation of AlphaZero RL algorithm and a chess game is written and created like a Gym environment for the simulation.
reinforcement-learning
Reinforcement Learning Study and Codes
reinforcement-learning-a3c
Learning the A3C RL algorithm
reinforcement-learning-arl-airl
Implementation of ARL(Adversarial Reinforcement Learning)-AIRL(Adversarial Inverse Reinforcement Learning) with the DDPG backbone. Basically, two discriminators are used to discriminate reward estimation and actual reward for one task and to discriminate the superior IRL policy with emerging RL policy.
reinforcement-learning-intermediate
Learning advanced RL techniques and DQN.
reinforcement-learning-ppo
Implementation of PPO RL algorithm and application of the LunarLander game.
SoFake
DeepFake Detection Using rPPG
SwapIT
Mini-DeepFaceLab
werewolf-by-gan
GAN colorization project with the movie The Lighthouse. Special thanks to ArVis Technology for allowing the usage of their GPU for the project.
highcansavci's Repositories
highcansavci/reinforcement-learning-arl-airl
Implementation of ARL(Adversarial Reinforcement Learning)-AIRL(Adversarial Inverse Reinforcement Learning) with the DDPG backbone. Basically, two discriminators are used to discriminate reward estimation and actual reward for one task and to discriminate the superior IRL policy with emerging RL policy.
highcansavci/mta-gtfs-rl-irl
This project explores the application of Reinforcement Learning (RL) and Inverse Reinforcement Learning (IRL) to optimize bus transit schedules using real-world transit data. The primary objective is to develop a predictive model that can generate efficient bus schedules, reduce delays, and improve the reliability of public transportation services.
highcansavci/multi-agent-chess-game
Implementation of AlphaZero RL algorithm and a chess game is written and created like a Gym environment for the simulation.
highcansavci/aging
This project provides an API for face aging transformation using two models: ADFD and SAM. The backend is developed in Python, utilizing FastAPI, and deployed on a Google Cloud Platform (GCP) instance with Docker. It is seen that SAM has the better speed and accuracy compared to ADFD. The project needs NVIDIA-CUDA-cuDNN support when integrated.
highcansavci/jobapp
The project has been written to learn Spring Boot tools and technologies using API Gateway, Zipkin, Lombok, Spring Cloud Eureka, JPA, Hibernate and RabbitMQ.
highcansavci/age-estimator
Age Estimator Model Using Cross Attention Between Face Crop and Features Other Than the Face
highcansavci/diabetes_task
highcansavci/dronecube-app
highcansavci/dronecube-task
DroneCube Senior Software Engineer Task
highcansavci/dsajava
Data Structures and Algorithms for Java Programming Language
highcansavci/face-detection-java
Face Detection Websocket
highcansavci/face-detection-recognition-ws
Finder Application using Java and Python
highcansavci/first-spring-project
First Spring Project
highcansavci/highcansavci.github.io
highcansavci/html-cheatsheet
HTML Cheatsheet
highcansavci/javascript-notes
JavaScript Study Notes
highcansavci/next-js-notes
Next JS Notes
highcansavci/nomad
highcansavci/react-js-notes
React.js Notes
highcansavci/react-js-product-filtering-project
React.js Product Filtering Project
highcansavci/react-js-small-projects
React.js Small Projects
highcansavci/react-redux
Learning Redux.js via React.js
highcansavci/reinforcement-learning-ddpg
Implementation of DDPG RL algorithm and application of the LunarLanderContinuous game.
highcansavci/reinforcement-learning-sac
Implementation of SAC RL algorithm and application of the Pendulum game.
highcansavci/reinforcement-learning-td3
Implementation of TD3 RL algorithm and application of the LunarLanderContinuous game.
highcansavci/rtk-query-notes
Redux.js Query Notes
highcansavci/studentms
Zyfera Junior Developer Assignment
highcansavci/tailwind-css-notes
Tailwind CSS Notes and Projects
highcansavci/typescript-notes
TypeScript Notes
highcansavci/user-registration-project
User Registration Project Written Using Next.js