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Everything about Intelligent agent
Software agent which acts autonomously
An intelligent agent is an entity that perceives its environment, takes actions autonomously to achieve goals, and may improve its performance through by acquiring knowledge. Intelligent agents can range from simple to highly complex. A basic thermostat or control system is considered an intelligent agent, as is a human being, or any other system that meets the same criteria—such as a firm, a state, or a biome. Wikipedia →
🧠Start here: a 6-step reading path
- Read the overview: Intelligent agentA 5-minute orientation
- Skim a recent paper: Agent-Based Intelligent Decision Support Systems: A Systematic ReviewInfluential work since 2022
- Pick up a classic book: PreyThe most-reprinted book on the subject
- Read the landmark paper: Intelligent agents: theory and practiceCited 4,237 times
- Go sideways: Instrumental convergenceA closely related topic
- Go sideways: AI alignmentA closely related topic
đź“– Definitions
Noun Synonym of intelligent designer
Noun An artificial intelligence; an autonomous entity which acts towards achieving goals using observation through sensors and consequent actuators.
🏆 Landmark papers (most cited)
Intelligent agents: theory and practice
Intelligent Agent Transparency in Human–Agent Teaming for Multi-UxV Management
Digital optics and optical intelligent agent
Intelligent Agent–Supported Online Education
Intelligent Agent Transparency
Intelligent agent technology
Healthcare Interoperability through Intelligent Agent Technology
Instructable Intelligent Personal Agent
🆕 Influential since 2022
Agent-Based Intelligent Decision Support Systems: A Systematic Review
CASIT: Collective Intelligent Agent System for Internet of Things
A Survey of An Intelligent Multi-Agent Formation Control
RDguru: A Conversational Intelligent Agent for Rare Diseases
An Intelligent Conversational Agent for the Legal Domain
đź“š Books worth reading
PreyMichael Crichton · 2002
Artificial intelligenceStuart J. Russell, Peter Norvig · 1994- 📕Distributed Sensor NetworksS. Sitharama Iyengar, Richard R. Brooks · 2004
JamesBond in John Gardner's ScorpiusJohn Gardner · 1988
Agents and Artificial IntelligenceJaap van den Herik, Ana Paula Rocha · 2015
Agents and Artificial IntelligenceJoaquim Filipe · 2010
Room 3603H. Montgomery Hyde, H. Montgomery Hyde · 1962
Into The MirrorLawrence Schiller · 2002
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
đź”— Related topics
- Instrumental convergence Instrumental convergence is the hypothesis that sufficiently intelligent, goal-directed entities (whether human or non-human) will tend to pursue certain…
- AI alignment In the field of artificial intelligence (AI), alignment aims to steer AI systems toward a person's or group's intended goals, preferences, or ethical principles…
- Reinforcement learning In machine learning and optimal control, reinforcement learning (RL) (also known as approximate dynamic programming) is concerned with how an intelligent…
- Reward hacking Reward hacking or specification gaming occurs when an AI trained with reinforcement learning optimizes an objective function—achieving the literal, formal…
- Outline of artificial intelligence The following outline is provided as an overview of and topical guide to artificial intelligence: Artificial intelligence (AI) is intelligence exhibited…
- Artificial intelligence Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning…
- Rational agent A rational agent or rational being is a person or entity that always aims to perform optimal actions based on given premises and information. A rational…
- Situated approach (artificial intelligence) In artificial intelligence research, the situated approach builds agents that are designed to behave effectively successfully in their environment. This…