A Novel Framework for Learning Automata: A Statistical Hypothesis Testing Approach
Learning automaton (LA), a powerful tool in reinforcement learning, is of crucial importance for its adaptivity in the stochastic environment and its applicability in various engineering fields. In particular, the LA adaptively explores the optimal action that maximizes the reward among all possible...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8653809/ |