-
AgentSquare https://arxiv.org/abs/2410.06153 Automatic LLM Agent Search in Modular Design Space
They develop a plug-based dynamic agent that evolve itself or its structure -
https://www.cs.ox.ac.uk/people/michael.wooldridge/pubs/kr-handbook.pdf
the state of the art in knowledge representation formalisms for multi-agent
systems.