2 papers
cs.NE2026
Towards Self-Evolving Agents: A Human-Inspired Adaptive Exploration-Exploitation Framework for Genetic Network Programming
Ali Kohan, Mohamad Roshanzamir, Roohallah Alizadehsani +1
Recent advancements in agentic AI have increasingly moved toward graph-based methods, driven by the demand for explainable, human-centered, and non-linear reasoning workflows. A pr…
cs.MA2024
Enhancing Multiagent Genetic Network Programming Performance Using Search Space Reduction
Ali Kohan, Mohamad Roshanzamir, Roohallah Alizadehsani
Genetic Network Programming (GNP) is an evolutionary algorithm that extends Genetic Programming (GP). It is typically used in agent control problems. In contrast to GP, which emplo…