Theory of Mind and Metareasoning for Artificial Intelligence: A Review

Abstract

Theory of Mind and meta reasoning present approaches to artificial intelligence that focus on unobserved mental states, and in doing so they hold promise for improving robustness and collaboration in multi-agent and human agent systems. This report provides an overview of these approaches.

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Document Details

Document Type
Technical Report
Publication Date
Jul 29, 2022
Accession Number
AD1175466

Entities

People

  • Erin Zaroukian

Organizations

  • United States Army Research Laboratory

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Autonomous Systems
  • Bayesian Networks
  • Biological Sciences
  • Cognition
  • Cognitive Science
  • Cognitive Systems Engineering
  • Complex Systems
  • Intelligent Agents
  • Machine Learning
  • Magnetic Resonance
  • Multiagent Systems
  • Psychological Theory
  • Psychology
  • Reasoning
  • Reinforcement Learning
  • Systems Engineering

Readers

  • Neural Network Machine Learning.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy