Playing a Strategy Game with Knowledge-Based Reinforcement Learning.
Viktor VossLiudmyla NechepurenkoRudi SchaeferSteffen BauerPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- game playing
- computer games
- optimal strategy
- temporal difference learning
- games played
- two player games
- online game
- board game
- card game
- game theory
- imperfect information
- function approximation
- pac man
- video games
- game players
- game play
- game ai
- expert systems
- multi agent
- game tree search
- learning algorithm
- leader follower
- mixed strategy
- learning process
- human players
- markov decision processes
- perfect information
- control policy
- monte carlo tree search
- general game playing
- nash equilibrium
- reinforcement learning algorithms
- virtual world
- game based learning
- model free
- optimal control