Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems.
Eric Yang YuZhizhen QinMin Kyung LeeSicun GaoPublished in: CoRR (2022)
Keyphrases
- long term
- optimization algorithm
- short term
- kernel machines
- computer systems
- management system
- regularization parameter
- risk minimization
- neural network
- decision processes
- parameter selection
- optimization method
- retrieval systems
- resource allocation
- distributed systems
- decision makers
- rough sets
- semi supervised
- optimal solution
- reinforcement learning
- image segmentation