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IEEE/ICACT20260115 Slide.04
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・Based on the characteristics of conventional congestion control algorithms, two major limitations can be identified. ・First, adapting to unseen network environments is difficult because rule-based algorithms are manually designed for specific network environments. ・Second, rule-based approaches have reached their limitations. ・Therefore, drastic approach is required. ・In this study, we propose an AI-based approach, specifically reinforcement learning. | |
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