Originating from a Dagstuhl seminar, the collection of papers presented in this book constitutes on the one hand a representative state-of-the-art survey of embodied artificial intelligence, and on the other hand the papers identify the important research trends and directions in the field.
Following an introductory overview, the 23 papers are organized into topical sections on
- philosophical and conceptual issues
- information, dynamics, and morphology
- principles of embodiment for real-world applications
- developmental approaches
- artificial evolution and self-reconfiguration
Author(s): Rolf Pfeifer, Fumiya Iida (auth.), Fumiya Iida, Rolf Pfeifer, Luc Steels, Yasuo Kuniyoshi (eds.)
Series: Lecture Notes in Computer Science 3139 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2004
Language: English
Pages: 334
City: Philadelphia
Tags: Artificial Intelligence (incl. Robotics); Control, Robotics, Mechatronics
Front Matter....Pages -
Embodied Artificial Intelligence: Trends and Challenges....Pages 1-26
Embodied AI as Science: Models of Embodied Cognition, Embodied Models of Cognition, or Both?....Pages 27-36
The Future of Embodied Artificial Intelligence: Machine Consciousness?....Pages 37-53
Do Real Numbers Really Move? Language, Thought, and Gesture: The Embodied Cognitive Foundations of Mathematics....Pages 54-73
Information-Theoretical Aspects of Embodied Artificial Intelligence....Pages 74-85
Robot Bouncing: On the Synergy Between Neural and Body-Environment Dynamics....Pages 86-97
The Need to Adapt and Its Implications for Embodiment....Pages 98-106
How Should Control and Body Systems Be Coupled? A Robotic Case Study....Pages 107-118
Self-Stabilization and Behavioral Diversity of Embodied Adaptive Locomotion....Pages 119-129
Removing Some ‘A’ from AI: Embodied Cultured Networks....Pages 130-145
Mutual Adaptation in a Prosthetics Application....Pages 146-159
A Human-Like Robot Hand and Arm with Fluidic Muscles: Biologically Inspired Construction and Functionality....Pages 160-179
Agent-Environment Interaction in Visual Homing....Pages 180-185
Bayesian Modeling and Reasoning for Real World Robotics: Basics and Examples....Pages 186-201
From Humanoid Embodiment to Theory of Mind....Pages 202-218
Robot Finger Design for Developmental Tactile Interaction....Pages 219-230
The Autotelic Principle....Pages 231-242
Toward a Cognitive System Algebra: Application to Facial Expression Learning and Imitation....Pages 243-258
Maximizing Learning Progress: An Internal Reward System for Development....Pages 259-270
You Did It on Purpose! Towards Intentional Embodied Agents....Pages 271-277
Towards Imitation Learning from a Viewpoint of an Internal Observer....Pages 278-283
On Evolutionary Design, Embodiment, and Artificial Regulatory Networks....Pages 284-292
Evolution of Embodied Intelligence....Pages 293-311
Self-Reconfigurable Robots: Platforms for Emerging Functionality....Pages 312-330
Back Matter....Pages -
