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  • A Tool Changes What an Agent Can Do

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  • Inputs, Transformations, and Outputs

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Observation and Action Are Different

An observation supplies evidence about the environment; an action attempts to change it or obtain more evidence. Confusing the two can make an agent treat guesses as real-world results.

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Updated 2026-08-13

Contributors are:

IY
Iman YeckehZaare
🏆 1

References


  • Reinforcement Learning: An Introduction, Second Edition — Graph Engineering Course Source

Tags

AI Agent Graph Engineering

Graph Engineering for AI Agents

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