Mean Field Games Flock! The Reinforcement Learning Way.
Sarah PerrinMathieu LaurièreJulien PérolatMatthieu GeistRomuald ÉlieOlivier PietquinPublished in: IJCAI (2021)
Keyphrases
- reinforcement learning
- action sets
- learning agents
- markov random field
- function approximation
- video games
- computer games
- reinforcement learning algorithms
- game playing
- belief networks
- game theory
- reinforcement learning agents
- machine learning
- swarm intelligence
- game theoretic
- temporal difference learning
- imperfect information
- learning algorithm
- state space
- markov decision processes
- free energy
- em algorithm
- statistical mechanics
- multiagent learning
- nash equilibrium
- temporal difference
- model free
- bayesian inference
- educational games
- markov decision process
- nash equilibria
- serious games
- linear complexity
- optimal control
- closed form
- game play