#ai-architecture2 articles

2 articles

AIBullisharXiv – CS AI · 6h ago1

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CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning

Researchers introduce Channel-of-Mobile-Experts (CoME), a new AI agent architecture that uses four specialized experts to handle different reasoning stages for mobile device automation. The system employs progressive training strategies and information gain-driven optimization to improve mobile agent performance on complex tasks.

AINeutralarXiv – CS AI · 6h ago1

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Less is more -- the Dispatcher/ Executor principle for multi-task Reinforcement Learning

Researchers propose a dispatcher/executor principle for multi-task Reinforcement Learning that partitions controllers into task-understanding and device-specific components connected by a regularized communication channel. This structural approach aims to improve generalization and data efficiency as an alternative to simply scaling large neural networks with vast datasets.