Shaping Large Population Agent Behaviors Through Entropy-Regularized Mean-Field Games.
Yue GuanMi ZhouAli PakniyatPanagiotis TsiotrasPublished in: CoRR (2021)
Keyphrases
- minority game
- multi agent systems
- multi agent
- learning agents
- general game playing
- belief networks
- information theoretic
- intelligent agents
- multi agent decision making
- decision making
- computer games
- markov random field
- multiagent systems
- opponent modeling
- agent architecture
- autonomous agents
- reward shaping
- least squares
- agent model
- multiple agents
- information theory
- nash equilibria
- game theory
- mobile agents
- mutual information
- closed form
- game theoretic
- selective perception
- reinforcement learning agents
- human computation
- embodied conversational agents
- agent interactions
- state transitions
- image segmentation
- game playing
- nash equilibrium
- video games
- dynamic environments
- social welfare
- evolutionary process
- game tree
- game play
- bayesian inference
- social norms
- belief propagation
- demographic data
- em algorithm
- probabilistic model
- evolutionary algorithm
- objective function