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Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning
Effective exploration is one of the critical factors affecting performance in deep reinforcement learning. Agents acquire data to learn the optimal policy through exploration, and if it is not guaranteed, the data quality deteriorates, which leads to performance degradation. This study investigates...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371101/ https://www.ncbi.nlm.nih.gov/pubmed/35957399 http://dx.doi.org/10.3390/s22155845 |