Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery.
Aida RahmattalabiPhebe VayanosKathryn DullerudEric RicePublished in: FAccT (2022)
Keyphrases
- resource allocation
- learning process
- reinforcement learning
- resource allocation problems
- learning algorithm
- scarce resources
- lower bound
- prior knowledge
- active learning
- distributed resource allocation
- allocation strategies
- causal structure
- experimental data
- multiagent systems
- random walk
- learning environment
- multi agent