Mean Field Games Flock! The Reinforcement Learning Way.
Sarah PerrinMathieu LaurièreJulien PérolatMatthieu GeistRomuald ÉlieOlivier PietquinPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- action sets
- learning agents
- function approximation
- markov random field
- reinforcement learning algorithms
- reinforcement learning agents
- state space
- game playing
- video games
- machine learning
- em algorithm
- computer games
- belief networks
- multiagent learning
- markov decision processes
- temporal difference learning
- game theory
- stochastic games
- free energy
- reinforcement learning methods
- educational games
- statistical mechanics
- multi agent
- game design
- nash equilibria
- game theoretic
- bayesian inference
- swarm intelligence
- optimal policy
- online game
- model free
- linear complexity
- loopy belief propagation
- imperfect information
- posterior distribution
- serious games
- coalitional games
- state abstraction
- mobile robot
- learning algorithm