Mean Field Games Flock! The Reinforcement Learning Way.

Sarah Perrin Mathieu Laurière Julien Pérolat Matthieu Geist Romuald Élie Olivier Pietquin

Published 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