Simplifying communication control: a cooperative multi-agent reinforcement learning framework based on group decision-making
Abstract Multi-agent cooperative systems face fundamental challenges in distributed learning due to environmental non-stationarity and partial observability. While existing approaches employ communication mechanisms or hybrid action spaces to enhance collaboration, they often rely on complex policy...
में बचाया:
| मुख्य लेखकों: | , , |
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| स्वरूप: | Artigo |
| भाषा: | Inglês |
| प्रकाशित: |
Springer
2025-11-01
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| श्रृंखला: | Journal of King Saud University: Computer and Information Sciences |
| विषय: | |
| ऑनलाइन पहुंच: | https://doi.org/10.1007/s44443-025-00326-6 |
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