Reinforcement Learning with an Ensemble of Binary Action Deep Q-Networks.
Abdul Mueed HafizMahmoud HassaballahAbdullah AlqahtaniShtwai AlsubaiMohamed Abdel HameedPublished in: Comput. Syst. Sci. Eng. (2023)
Keyphrases
- reinforcement learning
- learning algorithm
- neural network ensemble
- function approximation
- action selection
- neural network
- model free
- partially observable domains
- action space
- dynamic programming
- heterogeneous networks
- training set
- transition model
- optimal policy
- network structure
- reward shaping
- random forest
- temporal difference
- reinforcement learning algorithms
- machine learning
- random forests
- network analysis
- ensemble methods
- learning process
- feature selection
- ensemble learning
- network design
- optimal control
- social network analysis
- binary classification problems
- state space
- pruning algorithm
- state action
- bayesian networks
- social networks