Metareasoning: Thinking about Thinking
Contents
Weighted Prediction Divergence for Metareasoning
PDFPreface
PDFOrganizing Committee
PDFThe Role of Metacognition in Robust AI Systems
PDFSelf-Awareness as Metacognition about Own Self Concept
PDFMetareasoning as an Integral Part of Commonsense and Autocognitive Reasoning
PDFHuman-Level-AI Requires Compassionate Intelligence
PDFExtending Introspective Learning from Self-Models
PDFDeveloping a Meta-Level Problem Solver for Integrated Learners
PDFAnthropomorphic Self-Models for Metareasoning Agents
PDFA Multi-layer Framework for Evolving and Learning Agents
PDFBeyond Minimax: Nonzero-Sum Game Tree Search with Knowledge Oriented Players
PDFCoordinating Agents’ Meta-Level Control
PDFDistributed Meta-Management for Self-Protection and Self-Explanation
PDFMetareasoning: A Manifesto
PDFMeta-Reasoning for Multi-Spectral Satellite Image Interpretation
PDFRetrospective Self-Adaptation of an Agent’s Domain Knowledge: Perceptually-Grounded Semantics for Structural Credit Assignment
PDFQuestion Asking to Inform Procedure Learning
PDFArgumentation vs Meta-argumentation for the Assessment of Multi-agent Conflict
PDFMetareasoning and Bounded Rationality
PDFNew Approaches for Meta-Heuristic Frameworks: A Position Paper
PDFIn Situ Reconfiguration of Heuristic Search on a Problem Instance Basis
PDFLearning Expertise with Bounded Rationality and Self-awareness
PDFMetacognition and the Process of Switching Between Reasoning Frames
PDFMetareasoning as a Formal Computational Problem
PDFUsing Introspective Reasoning to Improve CBR System Performance
PDFVarieties of Meta-cognition in Natural and Artificial Systems
PDFThere’s No “Me” in Meta–Or Is There?
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