Deep Reinforcement Learning for Agile Satellite Scheduling Problem.
Ming ChenYuning ChenYingwu ChenWeihua QiPublished in: SSCI (2019)
Keyphrases
- scheduling problem
- reinforcement learning
- single machine
- flowshop
- np hard
- tabu search
- total tardiness
- setup times
- function approximation
- minimizing makespan
- state space
- precedence constraints
- processing times
- reinforcement learning algorithms
- parallel machines
- permutation flowshop
- robotic control
- machine learning
- optimal control
- multi agent
- remote sensing
- project management
- learning process
- model free
- earliness tardiness
- optimal policy
- orbit determination
- sequence dependent setup times
- markov decision processes
- learning algorithm
- temporal difference
- development process
- transfer learning
- dynamic programming
- optimal solution