Game theoretic Markov decision processes for optimal decision making in social systems.
Yan ChenYang GaoChunxiao JiangK. J. Ray LiuPublished in: GlobalSIP (2014)
Keyphrases
- markov decision processes
- game theoretic
- social systems
- dynamic programming
- optimal policy
- decision making
- decision problems
- average cost
- game theory
- average reward
- finite horizon
- action sets
- finite state
- state space
- transition matrices
- reinforcement learning
- discounted reward
- policy iteration
- nash equilibria
- social interaction
- stationary policies
- influence diagrams
- long run
- optimal strategy
- nash equilibrium
- imperfect information
- partially observable
- social networks
- reinforcement learning algorithms
- infinite horizon
- agent based simulation
- resource allocation
- optimal control
- agent based models
- data mining
- social media
- worst case
- markov decision process
- decision makers
- decision theory
- metaheuristic
- combinatorial auctions