Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization.
Travis GreeneGalit ShmueliSoumya RayPublished in: J. Assoc. Inf. Syst. (2023)
Keyphrases
- reinforcement learning
- function approximation
- temporal difference
- reinforcement learning algorithms
- user model
- markov decision processes
- multi agent
- web personalization
- model free
- state space
- user profiles
- user preferences
- big data
- supervised learning
- learning process
- learning algorithm
- robotic control
- stochastic approximation
- reinforcement learning methods
- temporal difference learning
- function approximators
- multi agent reinforcement learning
- partially observable
- action selection
- user modeling
- optimal control
- cloud computing
- multi agent systems
- learning environment
- social networks