Section: Agents•ID #191

Agent Self-Reflection & Feedback

Step 1: TheoryResearch Paper

Reflexion: Language Agents with Memory Paper

Study the core concepts and background material for this learning item.

Step 2: PracticeKaggle Workbook

Web Automation Exercise

Solve the challenges and apply your knowledge interactively.

Hard25 min estimated study

Overview

Build self-reflection loops allowing agents to critique and fix their own outputs.

Learning Objectives

  • Analyze execution outputs seeking errors
  • Refine generation attempts using self-criticism logs

Prerequisites

Tracking Control

Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise