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Artificial life IV Book

Artificial life IV
Artificial life IV, July 6-8, 1994 · the Massachusetts Institute of TechnologyThe field of artificial life has recently emerged through the interaction of research in biology, physics,parallel computing, artificial intelligence, and complex adaptive systems. The goal is to u, Artificial life IV has a rating of 3.5 stars
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Artificial life IV, July 6-8, 1994 · the Massachusetts Institute of TechnologyThe field of artificial life has recently emerged through the interaction of research in biology, physics,parallel computing, artificial intelligence, and complex adaptive systems. The goal is to u, Artificial life IV
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  • Artificial life IV
  • Written by author Rodney A. Brooks
  • Published by Cambridge, Mass. : MIT Press, c1994., 1994/11/03
  • July 6-8, 1994 · the Massachusetts Institute of TechnologyThe field of artificial life has recently emerged through the interaction of research in biology, physics,parallel computing, artificial intelligence, and complex adaptive systems. The goal is to u
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Preface
Evolutionary Systems for Brain Communications - Towards an Artificial Brain 3
Emergent Functionality in Robotic Agents through On-Line Evolution 8
Artificial Fishes with Autonomous Locomotion, Perception, Behavior, and Learning in a Simulated Physical World 17
Evolving 3D Morphology and Behavior by Competition 28
Altruism in the Evolution of Communication 40
Evolution of Metabolism for Morphogenesis 49
Competition, Coevolution and the Game of Tag 59
In Praise of Interactive Emergence, or Why Explanations Don't Have to Wait for Implementations 70
Spencer and Dewey on Life and Mind 80
Crossovers Generate Non-Random Recombinants under Darwinian Selection 90
Steps Towards Co-Evolutionary Classification Neural Networks 102
Self-Organisation in a System of Binary Strings 109
Effects of Tree Size on Travelband Formation in Orang-Utans: Data Analysis Suggested by a Model Study 119
A Biologically Inspired Immune System for Computers 130
Egrets of a Feather Flock Together 140
A Model of the Effects of Dispersal Distance on the Evolution of Virulence in Parasites 152
Innate Biases and Critical Periods: Combining Evolution and Learning in the Acquisition of Syntax 160
Dynamics of Self-Assembling Systems - Analogy with Chemical Kinetics 172
From Local Actions to Global Tasks: Stigmergy and Collective Robotics 181
How to Evolve Autonomous Robots: Different Approaches in Evolutionary Robotics 190
Evolving Visual Routines 198
Evolving Sensors in Environments of Controlled Complexity 210
Traffic at the Edge of Chaos 222
A Phase Transition in Random Boolean Networks 236
Toward an Evolvable Model of Development for Autonomous Agent Synthesis 246
Bifurcation Structure in Diversity Dynamics 258
On Modelling Life 269
Genes, Phenes and the Baldwin Effect: Learning and Evolution in a Simulated Population 277
Evolving Multi-Cellular Artificial Life 283
Meshing of Engineering Domains by Meitotic Cell Division 289
Simulating Natural Spacing Patterns of Insect Bristles Using a Network of Interacting Celloids 295
Character Recognition Agents 301
The Building Behavior of Lattice Swarms 307
Modeling Adaptive Self-Organization 313
Robot Herds: Group Behaviors for Systems with Significant Dynamics 319
A Futures Market Simulation with Non-Rational Participants 325
Evolutionary Differentiation of Learning Abilities - A Case Study on Optimizing Parameter Values in Q-Learning by a Genetic Algorithm 331
Exploring the Foundations of Artificial Societies: Experiments in Evolving Solutions to Iterated N-Player Prisoner's Dilemma 337
Evolutionary Dynamics of Altruistic Behavior in Optional and Compulsory Versions of the Iterated Prisoner's Dilemma 343
Evolving Cooperation in the Non-Iterated Prisoner's Dilemma: The Importance of Spatial Organization 349
An Alternate Interpretation of the Iterated Prisoner's Dilemma and the Evolution of Non-Mutual Cooperation 353
Asymmetric Mutations Due to Semiconservative DNA Replication: Double-Stranded DNA Type Genetic Algorithms 359
Embryological Development on Silicon 365
Development and Evolution of Hardware Behaviors 371
Evolutionary Learning in the 2D Artificial Life System "Avida" 377
Asynchrony Induces Stability in Cellular Automata Based Models 382
Evolutionary Automata 388
Non-Uniform Cellular Automata: Evolution in Rule Space and Formation of Complex Structures 394
Evolutionary Robots: Our Hands in Their Brains? 400
Universality Without Matter? 406
Emergent Phenomena and Complexity 411
Autonomy vs. Environmental Dependency in Neural Knowledge Representation 417
Adiversity: Stepping Up Trophic Levels 424
Artificial Culture 430
Explorations in the Emergence of Morphology and Locomotion Behavior in Animated Characters 436
An Instance of a Parasitic Replicator 442
Author Index 443


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