Learning to Win Games in a Few Examples: Using Game-Theory and Demonstrations to Learn the Win Conditions of a Connect Four Game.
Ali AyubAlan R. WagnerPublished in: ICSR (2018)
Keyphrases
- game theory
- game theoretic
- nash equilibrium
- nash equilibria
- multi agent learning
- stochastic games
- cooperative
- fictitious play
- multi agent systems
- solution concepts
- imperfect information
- resource allocation
- cooperative game theory
- multiagent learning
- boolean games
- learning algorithm
- human computation
- minority game
- incomplete information
- decision problems
- statistical physics
- mechanism design
- complex domains
- public goods
- learning curves
- coalitional games
- digital games
- game based learning
- decision theory
- computer games
- sufficient conditions
- graphical models
- reinforcement learning