Captcha me if you can: Imitation Games with Reinforcement Learning.
Ilias TsingenopoulosDavy PreuveneersLieven DesmetWouter JoosenPublished 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