To achieve full automation, we introduce a straightforward yet effective heuristic that enables the agent to pinpoint hallucination instances, avoid repetition in action sequences, and, in some environments, construct an internal memory map of the given environment.
Source: [2303.11366] Reflexion: an autonomous agent with dynamic memory and self-reflection
