Sensitivity Analysis for Markov Decision Process Congestion Games.
Sarah H. Q. LiDaniel J. CalderoneLillian J. RatliffBehçet AçikmesePublished in: CDC (2019)
Keyphrases
- sensitivity analysis
- markov decision process
- congestion games
- finite horizon
- pure strategy
- state space
- pure nash equilibria
- markov decision processes
- optimal policy
- nash equilibria
- reinforcement learning
- managerial insights
- infinite horizon
- pure nash equilibrium
- temporal difference learning
- initial state
- influence diagrams
- nash equilibrium
- variational inequalities
- game theoretic
- cost function
- decision variables
- machine learning
- incomplete information
- dynamic programming
- situation calculus
- cooperative
- decision making