What's in a Game? The Effect of Game Complexity on Deep Reinforcement Learning.
Erdem EmekligilEthem AlpaydinPublished in: CGW@IJCAI (2018)
Keyphrases
- reinforcement learning
- game theory
- video games
- game playing
- computer games
- nash equilibrium
- game theoretic
- virtual world
- game play
- educational games
- role playing
- game based learning
- imperfect information
- game design
- serious games
- game tree search
- computational complexity
- perfect information
- game players
- monte carlo tree search
- temporal difference learning
- machine learning
- pursuit evasion
- game development
- model free
- optimal strategy
- decision problems
- markov decision processes
- monte carlo
- search algorithm
- learning environment
- case study