An AI-driven digital-predistortion (DPD) framework can help overcome the challenges of signal distortion and energy ...
The data generator mentioned in the paper is specifically implemented in ./dataprocess/data_gen.py, and detailed usage instructions are provided at the beginning of ...
CodeI/O is a novel approach that transforms code-based reasoning patterns into natural language formats to enhance Large Language Models' reasoning capabilities. Unlike traditional methods focusing on ...
DMCN Nash Seeking Based on Distributed Approximate Gradient Descent Optimization Algorithms for MASs
Abstract: A key problem in multiagent multitask systems is optimizing conflict-free strategies, especially when task-assignment is coupled with path-planning. Incomplete information exacerbates this ...
Abstract: This paper proposes two accelerated gradient descent algorithms for systems with missing input data with the aim at achieving fast convergence rates. Based on the inverse auxiliary model, ...
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