Anticipatory Classifier System With Episode-Based Experience Replay

Deep reinforcement learning with Experience Replay (ER), including Deep Q-Network (DQN), has been used to solve many multi-step learning problems. However, in practice, DQN algorithms need better explainability, which limits their applicability in many scenarios. While we can consider DQN as a black...

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Bibliographic Details
Main Authors: Lukasz Smierzchala, Norbert Kozlowski, Olgierd Unold
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10107600/