Naga Sree Chaitra Somula

A Temporal-Error State Architecture for Long-Horizon AI Agents

This record contains a research architecture proposal and evaluation protocol for the Temporal-Episodic Agent Architecture (TEAA), focused on long-horizon AI agents that must reason under deadlines, estimate task completion time, and adapt after execution failures. The proposed a...