Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems.
Zhichen XiangHongke ZhaoChuang ZhaoMing HeJianping FanPublished in: CoRR (2024)
Keyphrases
- recommender systems
- decision making
- multi agent
- multi agent systems
- multiple agents
- intelligent agents
- collaborative filtering
- autonomous agents
- multiagent systems
- cooperative
- agent systems
- software agents
- artificial agents
- user preferences
- dynamic environments
- optimization algorithm
- user modeling
- global optimization
- optimization method
- optimization problems
- social welfare
- resource allocation
- multi agent decision making
- agent architecture
- constrained optimization
- case study
- mobile agents
- compound critiques
- cold start problem
- agent interactions
- action selection
- agent model
- coalition formation
- social networks
- knowledge management
- data driven