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strategic planning with adaptive learning. To validate its effectiveness, RL-GPT was tested in Minecraft, showing state-of-the-art performance in tasks like quickly obtaining diamonds, thus demonstrating its potential in practical applications. Goal: Improve AI’s skill in complex, real-world tasks.