Shaping Large Population Agent Behaviors Through Entropy-Regularized Mean-Field Games.
Yue GuanMi ZhouAli PakniyatPanagiotis TsiotrasPublished in: ACC (2022)
Keyphrases
- minority game
- multi agent systems
- general game playing
- multi agent
- intelligent agents
- opponent modeling
- learning agents
- multiagent systems
- agent architecture
- game playing
- agent model
- information theoretic
- markov random field
- agent interactions
- autonomous agents
- information theory
- video games
- mutual information
- belief networks
- social norms
- educational games
- decision making
- closed form
- monte carlo
- game theoretic
- state transitions
- game theory
- reinforcement learning agents
- mobile agents
- software agents
- least squares
- embodied conversational agents
- agent technology
- bayesian inference
- human behavior
- incomplete information
- reward shaping
- multi agent decision making
- turn taking
- coalitional games
- agent behavior
- rational agents
- linear complexity
- nash equilibria