Reward-Weighted Regression Converges to a Global Optimum.
Miroslav StruplFrancesco FaccioDylan R. AshleyRupesh Kumar SrivastavaJürgen SchmidhuberPublished in: AAAI (2022)
Keyphrases
- global optimum
- optimal solution
- simulated annealing
- objective function
- search space
- optimization method
- regression model
- faster convergence
- trust region
- global convergence
- global solution
- global minimum
- reinforcement learning
- support vector regression
- step size
- regression algorithm
- linear regression
- model selection
- metaheuristic
- regression analysis
- regression method
- regression methods
- support vector
- neural network
- regression problems
- simple linear
- artificial neural networks
- multiscale