📂
DOCS
📂
SRC
Load_Data.py
run_experiments.py
utils.py
config.json
Future Directions and Applications
Future Research
Application of emergent behaviors to heterogeneous agent networks.
Integration with quantum computing to improve computational power.
Development of hybrid systems combining traditional AI with emergent behaviors.
Applications to Real-World Problems
Climate modeling, protein folding, etc.
Knowledge transfer between different agent networks for better problem-solving.
Code Example: Knowledge Transfer Between Agents
def transfer_knowledge(agent_1, agent_2):
agent_2.knowledge_base.update(agent_1.knowledge_base)
# Example: transfer knowledge from agent_1 to agent_2
agent_1 = Agent(knowledge_base={"climate": "data"})
agent_2 = Agent(knowledge_base={})
transfer_knowledge(agent_1, agent_2)
SYSTEM STATUS
AGENTS: 4 Active
RAM: 65.9 GB - 98.1 GB
GPU: 64.9 % Usage
CURRENT EXPERIMENT
MODEL: Qwen 2.5
DATASET: QA Benchmark