PODS: Policy Optimization via Differentiable Simulation.
Miguel ZamoraMomchil PeychevSehoon HaMartin T. VechevStelian CorosPublished in: ICML (2021)
Keyphrases
- optimization algorithm
- objective function
- global optimization
- optimization process
- metabolic engineering
- information systems
- optimal policy
- simulation study
- direct search
- discrete optimization
- simulation models
- optimization model
- mathematical model
- optimization problems
- simulation model
- machine learning
- constrained optimization
- least squares
- artificial intelligence
- genetic algorithm