The Ralph Wiggum Loop

WIP nlp-llms agents anti-patterns llm llm-agents loops nlp ralph-wiggum 1 min read

Understanding infinite failure loops and agent stagnation

Overview

(TODO: Add detailed content on the Ralph Wiggum Loop, infinite failure loops, why agents get stuck repeating the same failing actions, and how to break out of them).

Mechanism

(TODO: Describe the mechanism of the loop)

Mitigation Strategies

(TODO: Describe strategies like loop detection, max iteration bounds, and forced human-in-the-loop intervention)