Communication in Collaborative Multiagent Systems
碩士 === 國立臺灣大學 === 電信工程學研究所 === 106 === Artificial intelligence has been one of the hottest research trends, developing to solve from problems happen in daily life to complicated ones. As the number of intelligent entities grows, the interactions between them become more complex, particularly when co...
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| Format: | Others |
| Language: | en_US |
| Published: |
2018
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| Online Access: | http://ndltd.ncl.edu.tw/handle/b69a93 |
| Summary: | 碩士 === 國立臺灣大學 === 電信工程學研究所 === 106 === Artificial intelligence has been one of the hottest research trends, developing to solve from problems happen in daily life to complicated ones. As the number of intelligent entities grows, the interactions between them become more complex, particularly when communication comes into play. In this thesis, we investigate the relationships lying behind communication and multi-agent learning systems through practical learning tasks. Using single agent implemented with reinforcement learning as a benchmark, the interplay between various communication scenarios and the learning behaviour in multi-agent systems is explored.
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