Deep Reinforcement Learning with Fully Convolutional Neural Network to Solve an Earthwork Scheduling Problem.
Seongcheol WooJuneyeong YeonMingi JiIl-Chul MoonJinkyoo ParkPublished in: SMC (2018)
Keyphrases
- scheduling problem
- convolutional neural network
- reinforcement learning
- face detection
- single machine
- np hard
- tabu search
- machine learning
- flowshop
- state space
- special case
- learning algorithm
- function approximation
- total tardiness
- minimizing makespan
- neural network
- support vector machine
- supervised learning
- learning process
- optimal policy
- image sequences
- computer vision
- temporal difference
- precedence constraints
- strongly np hard