Pinned Repositories
academy
Ray tutorials from Anyscale
adaptive-tls
Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning
Adaptive-Traffic-Signal-Control-Using-Reinforcement-Learning
This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellman Equation (Q-Learning).
agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
aiship_webapp
This web application is developed based on the joint work between the Marine Technology Centre , Universiti Teknologi Malaysia (UTM) and the Hiekata Laboratory, University of Tokyo (UTokyo) under the UTM research project "Predictive Model for Ship Design and Configuration Using Machine Learning : Model Development and Validation", project number: Q.J130000.3851.19J88.
AquaAlert
aquidneck-island-transport
A SUMO model of Aquidneck Island for transportation simulation
Certifai_MLFullstack_Capstone
Passenger ship powering prediction web application with Scikit-learn, Jinja, boostrap and FastAPI
Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize the traffic efficiency.
rllibsumodocker
Docker environment for RLLIB+SUMO Utils python library.
jtkhair's Repositories
jtkhair/aiship_webapp
This web application is developed based on the joint work between the Marine Technology Centre , Universiti Teknologi Malaysia (UTM) and the Hiekata Laboratory, University of Tokyo (UTokyo) under the UTM research project "Predictive Model for Ship Design and Configuration Using Machine Learning : Model Development and Validation", project number: Q.J130000.3851.19J88.
jtkhair/Certifai_MLFullstack_Capstone
Passenger ship powering prediction web application with Scikit-learn, Jinja, boostrap and FastAPI
jtkhair/rllibsumodocker
Docker environment for RLLIB+SUMO Utils python library.
jtkhair/academy
Ray tutorials from Anyscale
jtkhair/agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
jtkhair/AquaAlert
jtkhair/aquidneck-island-transport
A SUMO model of Aquidneck Island for transportation simulation
jtkhair/Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize the traffic efficiency.
jtkhair/deeplearning4j
Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark
jtkhair/eclipse-collections
Eclipse Collections is a collections framework for Java with optimized data structures and a rich, functional and fluent API.
jtkhair/flow
Computational framework for reinforcement learning in traffic control
jtkhair/gym
A toolkit for developing and comparing reinforcement learning algorithms.
jtkhair/hotel
jtkhair/malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:
jtkhair/openhab-addons
Add-ons for openHAB
jtkhair/openhab-core
Core framework of openHAB
jtkhair/openhab2-addons
This is an archive of the full history of the openhab2-addons repo.
jtkhair/OpenScan
All you need to build your 3D Scanner
jtkhair/ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
jtkhair/rllibsumoutils
Python3 library able to connect the RLLIB framework with the SUMO simulator.
jtkhair/stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
jtkhair/sumo
Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.
jtkhair/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.
jtkhair/thingsboard
Open-source IoT Platform - Device management, data collection, processing and visualization.
jtkhair/traffic_DQNA_Keras
A deep reinforcement learning based traffic control system
jtkhair/training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
jtkhair/Training-DL4J
jtkhair/volve-machine-learning
Exploration of machine learning in the Volve field dataset
jtkhair/webapp
Python/Flask/Docker test
jtkhair/zigbee2mqtt
Zigbee 🐝 to MQTT bridge 🌉, get rid of your proprietary Zigbee bridges 🔨