ugurkanates

awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

SpaceXReinforcementLearning

SpaceX Falcon 9 simulated with Reinforcement Learning algorithms such as D4PG,SAC and PPO.

NeurIRS2019DroneChallengeRL

Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones

DataCamp2020ReinforcementLearningWorkshop

DataCamp 2020 Reinforcement Learning Workshop - Bogazici University, UGURKAN ATES

DeepRacerRL

My reinforcement learning models + reward functions for beginners to understand Amazon DeepRacer a bit more.

RoketYazilim2019Icerik

Gebze Teknik Üniversitesinde verdiğim 4 haftalık Roket Yazılımı(Aviyonik) eğitimde kullanılan slaytlar ve kodlar burada paylaşılacaktır.

PointCloudGenerationFromDepthImage

Point Cloud Generation From Depth Image in PyBullet

MLAgents-Google-Collab

Updated versions of ML Agent notebooks , good place for starters. A Rainbow DQN implemented along side with n-step bootstrapping for best performance.

OpenCVwithAndroidCamera

To use your android devices with current version of Python(3.6+) and open CV follow this example code

ReinforcementLearning

Bunch of RL problems with different algorithms to solve them.

Telegram-Helper-Bot-for-University-Students

Telegram Helper Bot for University Students ( Gebze Technical University 2019)

awesome

😎 Awesome lists about all kinds of interesting topics

cpp-modern-threading-demo

cpp-modern-threading-demo , lock guards etc

d4rl

A benchmark for offline reinforcement learning.

Deep-Reinforcement-Learning-Nanodegree

Udacity DeepReinforcement Learning Nanodegree course taken during March - April 2020

FaceRecognitionSecuritySystem

FaceRecognitionSecuritySystem in development , multiple unknown face tracking (how many times a unknown_face_1 entered store etc) will be useful for security and advertisement systems.

gb

A minimal C implementation of Nintendo Gameboy - An fast research environment for Reinforcement Learning

getir-vehicle-route

GetirSu vehicle route problem

ivy

The Unified Machine Learning Framework

list

List of Homeferences

ManHackathon2019

MAN Truck & Bus Company Hackathon- held in Munich-Germany , Digital Transport Ecosystem . Project is "Tire based prediction to reduce downtime on trucks"

metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

ml-agents

Unity Machine Learning Agents Toolkit

mortal-kombat-ai

This repo contains implementations for smart RL/Meta Learning agents with variety of algorithms and titles. Using MAME emulator & pyTorch for implementation codes

PytorchLightningExamples

A bunch of baseline example notebooks-py files related to PyTorch Lightning framework

Robotics-Course-Udacity-Nanodegree

Robotics-Course-Udacity-Nanodegree , February 2021

ugurkanates

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

deeper-systems

tank-project

tank-project test purpose