Ravindu Perera

Auto-scaling LLM-based multi-agent systems through dynamic integration of agents

2025 · Frontiers in Artificial Intelligence

Introduction: Large Language Model-based Multi-Agent Systems (LLM-based MASs) represent a groundbreaking paradigm where diverse LLM-based agents collaborate, leveraging their unique capabilities to achieve shared objectives. Although LLM-based MASs outperform individual agents, their current architectures are …