A reinforcement learning approach to distribution-free capacity allocation for sea cargo revenue management.
Dong-Wook SeoKyuchang ChangTaesu CheongJun-Geol BaekPublished in: Inf. Sci. (2021)
Keyphrases
- distribution free
- revenue management
- capacity allocation
- reinforcement learning
- normal distribution
- budget constraints
- large deviations
- dynamic pricing
- state space
- optimal control
- vc dimension
- markov decision processes
- learning algorithm
- learning problems
- markov chain
- machine learning
- optimal policy
- dynamic programming