Prioritized experience replay based on dynamics priority
Abstract Experience replay has been instrumental in achieving significant advancements in reinforcement learning by increasing the utilization of data. To further improve the sampling efficiency, prioritized experience replay (PER) was proposed. This algorithm prioritizes experiences based on the te...
| Published in: | Scientific Reports |
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| Main Authors: | , , |
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-03-01
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| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-024-56673-3 |