DeepFP for Finding Nash Equilibrium in Continuous Action Spaces.
Nitin KamraUmang GuptaKai WangFei FangYan LiuMilind TambePublished in: GameSec (2019)
Keyphrases
- nash equilibrium
- action space
- state space
- game theory
- markov decision processes
- continuous action
- real valued
- reinforcement learning
- continuous state
- game theoretic
- stochastic games
- continuous state spaces
- pareto optimal
- mixed strategy
- action selection
- solution concepts
- stochastic processes
- pure strategy
- single agent
- worst case
- stackelberg game
- cooperative
- markov decision process
- resource allocation
- dynamic environments