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Mathematics of multi-agent learning systems at the interface of game theory and artificial intelligence
The former focuses on the evolution of behaviors (or strategies) in a population, where individuals interact with others and update their strategies based on imitation (or social learning).
Evolutionary Dynamics with Randomly Distributed Benevolent Individuals
Understanding the evolution of cooperation is pivotal in biology and social science.
COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design
Our COLE system comprises multiple fine-tuned Large Language Models (LLMs), Large Multimodal Models (LMMs), and Diffusion Models (DMs), each specifically tailored for design-aware layer-wise captioning, layout planning, reasoning, and the task of generating images and text.
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