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Stuart Russell Books

1 book·~10 min total read

Stuart Russell es profesor de informática en la Universidad de California, Berkeley, y un destacado investigador en inteligencia artificial.

Known for: Artificial Intelligence: A Modern Approach

Books by Stuart Russell

Artificial Intelligence: A Modern Approach

Artificial Intelligence: A Modern Approach

ai_ml·10 min read

Artificial Intelligence: A Modern Approach es un libro de texto fundamental que ofrece una introducción completa a la teoría y práctica de la inteligencia artificial. Cubre temas como agentes inteligentes, aprendizaje automático, razonamiento, planificación, percepción y robótica, proporcionando tanto fundamentos teóricos como aplicaciones prácticas.

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Key Insights from Stuart Russell

1

Intelligent Agents

Everything in AI begins with the idea of the intelligent agent. In the simplest terms, an agent is any entity that perceives its environment through sensors and acts upon that environment through actuators. From thermostats to autonomous vehicles, the behaviors of these systems can be understood by ...

From Artificial Intelligence: A Modern Approach

2

Problem-Solving and Search

Once the concept of agency is clear, the next step is understanding how agents solve problems. Problem-solving in AI means finding sequences of actions that achieve the agent's goals. We begin by formalizing problem states, actions, transition models, and goal tests. Then, we ask: how can the agent ...

From Artificial Intelligence: A Modern Approach

About Stuart Russell

Stuart Russell es profesor de informática en la Universidad de California, Berkeley, y un destacado investigador en inteligencia artificial.

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Stuart Russell es profesor de informática en la Universidad de California, Berkeley, y un destacado investigador en inteligencia artificial.

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