Flight time allocation for a fleet of aircraft through reinforcement learning.
Ville MattilaPublished in: WSC (2007)
Keyphrases
- crew scheduling
- reinforcement learning
- flight data
- integer programming
- civil aviation
- flight path
- crew pairing
- optimization model
- function approximation
- air traffic control
- resource allocation
- reinforcement learning algorithms
- optimal allocation
- state space
- model free
- markov decision processes
- machine learning
- allocation problems
- transfer learning
- limited capacity
- temporal difference
- flight control
- supervised learning
- free flight
- dynamic allocation
- allocation strategy
- reward function
- learning classifier systems
- optimal policy
- search space
- learning algorithm