Accelerating Nash Q-Learning with Graphical Game Representation and Equilibrium Solving.
Yunkai ZhuangXingguo ChenYang GaoYujing HuPublished in: ICTAI (2019)
Keyphrases
- nash equilibrium
- game theory
- nash equilibria
- game theoretic
- equilibrium strategies
- cooperative
- pure strategy
- fictitious play
- pareto optimal
- games with incomplete information
- solution concepts
- learning algorithm
- function approximation
- graphical representation
- stochastic games
- mixed strategy
- markov games
- incomplete information
- multiagent learning
- state space
- cooperative game
- multi agent systems
- multi agent
- video games
- variational inequalities
- computer games
- reinforcement learning