Adaptive evolution strategy with ensemble of mutations for Reinforcement Learning.
Oladayo S. AjaniRammohan MallipeddiPublished in: Knowl. Based Syst. (2022)
Keyphrases
- evolution strategy
- reinforcement learning
- evolutionary algorithm
- function approximation
- differential evolution
- cma es
- learning algorithm
- multi agent
- ensemble methods
- learning capabilities
- adaptive control
- random forests
- state space
- training data
- neural network
- optimal control
- ensemble learning
- temporal difference
- genetic algorithm
- optimal policy
- reinforcement learning algorithms
- genetic operators
- search algorithm
- model free
- lower bound
- global search
- particle swarm optimization algorithm
- artificial neural networks
- random forest
- learning process
- optimization method