Deep Fictitious Play for Games with Continuous Action Spaces.
Nitin KamraUmang GuptaKai WangFei FangYan LiuMilind TambePublished in: AAMAS (2019)
Keyphrases
- fictitious play
- action space
- game theory
- nash equilibria
- state space
- continuous action
- markov decision processes
- real valued
- reinforcement learning
- nash equilibrium
- continuous state
- state and action spaces
- imperfect information
- single agent
- stochastic processes
- continuous state spaces
- multi agent systems
- action selection
- game theoretic
- incomplete information
- cooperative
- skill learning
- dynamic programming
- markov chain
- stochastic games
- optimal policy
- policy search
- heuristic search
- optimal solution
- mobile robot
- resource allocation