Learning Dynamics Models for Model Predictive Agents.
Michael LutterLeonard HasencleverArunkumar ByravanGabriel Dulac-ArnoldPiotr TrochimNicolas HeessJosh MerelYuval TassaPublished in: CoRR (2021)
Keyphrases
- probabilistic model
- prior knowledge
- accurate models
- learning models
- learned models
- learning algorithm
- minority game
- modeling framework
- predictive model
- statistical models
- structured prediction
- agent based models
- multi agent systems
- computational model
- decision theoretic
- hybrid model
- autonomous agents
- interaction model
- bayesian framework
- linear regression
- prediction model
- agent based simulations
- classification models
- agent interactions
- linear model
- hidden variables
- complex systems
- autoregressive
- parametric models
- explicitly represent
- process model
- multi agent
- dynamical model
- neural network
- learning agents
- parameter estimation
- multiple agents
- intelligent agents
- metamodel
- neural network model
- learning tasks
- experimental data
- statistical model
- mathematical model
- multiagent systems