Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting.
Christine HerlihyAviva PrinsAravind SrinivasanJohn P. DickersonPublished in: KDD (2023)
Keyphrases
- resource allocation
- probabilistic planning
- upper confidence bound
- probabilistic model
- bayesian networks
- planning problems
- probabilistic reasoning
- data driven
- optimal allocation
- optimal control
- decentralized decision making
- regret bounds
- probabilistic logic
- decision theory
- mixed initiative
- uncertain data
- generative model
- decision support
- least squares
- reinforcement learning