Captcha me if you can: Imitation Games with Reinforcement Learning.

Ilias Tsingenopoulos Davy Preuveneers Lieven Desmet Wouter Joosen

Published in: EuroS&P (2022)

Keyphrases

reinforcement learning
action sets
learning agents
reinforcement learning agents
state space
function approximation
imitation learning
game theory
nash equilibria
video games

optimal policy
markov decision processes
nash equilibrium
reinforcement learning algorithms
optimal control
multiagent learning
supervised learning
game play
game theoretic
model free

multi agent
temporal difference
learning algorithm
imperfect information
online game
game design
serious games
computer games
dynamic programming
machine learning

robotic control
perfect information
learning games
coalitional games
reinforcement learning methods
stochastic games
action selection
game playing
learning process
cooperative