Multi-agent discrete-time graphical games and reinforcement learning solutions.
Mohammed I. AbouheafFrank L. LewisKyriakos G. VamvoudakisSofie HaesaertRobert BabuskaPublished in: Autom. (2014)
Keyphrases
- reinforcement learning
- multi agent
- learning agents
- reinforcement learning agents
- function approximation
- cooperative
- multi agent decision making
- markov chain
- action sets
- multi agent systems
- reinforcement learning algorithms
- game design
- model free
- game theory
- multiagent learning
- single agent
- machine learning
- dynamic environments
- nash equilibria
- multiagent systems
- transfer learning
- game play
- game playing
- video games
- leader follower
- objective function
- multiagent reinforcement learning
- multi agent environments
- state abstraction
- multi agent reinforcement learning
- incomplete information
- markov processes
- optimal control
- serious games
- action selection
- finite state
- multiple agents
- game theoretic