Optimal policy design for decision problems under social influence.
Valentina BreschiChiara RavazziPaolo FrascaFabrizio DabbeneMara TanelliPublished in: CoRR (2024)
Keyphrases
- decision problems
- optimal policy
- social influence
- influence diagrams
- markov decision processes
- reinforcement learning
- finite horizon
- utility function
- state space
- state dependent
- np hard
- infinite horizon
- decision processes
- optimal strategy
- average reward
- dynamic programming
- computational complexity
- multistage
- sufficient conditions
- partially observable
- develop a mathematical model
- lost sales
- learning algorithm
- markov decision process
- long run
- search space
- partially observable markov decision processes
- social interaction
- social networks