Deep reinforcement learning in World-Earth system models to discover sustainable management strategies.
Felix M. StrnadWolfram BarfussJonathan F. DongesJobst HeitzigPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- decision making
- multi agent
- probabilistic model
- statistical models
- machine learning algorithms
- experimental data
- management system
- statistical model
- management policies
- neural network
- control strategies
- optimal control
- markov decision processes
- complex systems
- knowledge management
- state space
- prior knowledge
- learning process
- metadata