APAC-Net: Alternating the Population and Agent Control via Two Neural Networks to Solve High-Dimensional Stochastic Mean Field Games.
Alex Tong LinSamy Wu FungWuchen LiLevon NurbekyanStanley J. OsherPublished in: CoRR (2020)
Keyphrases
- neural network
- high dimensional
- stochastic control
- multi agent systems
- computer games
- intelligent agents
- monte carlo
- multiagent systems
- control system
- decision making
- pattern recognition
- multiple agents
- multi agent
- software agents
- dimensionality reduction
- opponent modeling
- evolutionary process
- game theory
- low dimensional
- markov random field
- closed form
- similarity search
- action selection
- learning agents
- autonomous agents
- reinforcement learning
- neural network model
- game playing
- learning capabilities
- hopfield neural network
- general game playing
- artificial neural networks
- genetic algorithm