Introduction and Background

Introduction

  • Overview of multi-agent systems

  • Importance of collaboration in AI

  • Purpose of the study: Exploring the emergence of collaborative behaviors in multi-agent AI systems.


Background

  • Brief description of AI agents and their role in distributed systems.

  • Overview of previous studies on collaborative behaviors in multi-agent systems.

  • Research gap: lack of understanding about emergent self-organizing systems.


Research Focus

  • Emergent behaviors in simple AI agents.

  • Collective intelligence and its scalability in large systems.

SYSTEM STATUS

AGENTS: 4 Active

RAM: 73.7 GB - 98.1 GB

GPU: 69.8 % Usage

CURRENT EXPERIMENT

MODEL: Qwen 2.5

DATASET: QA Benchmark