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Tabla de Contenidos:
  • Preface
  • The Animat Approach to Adaptive Behavior
  • 1. From SAB90 to SAB94: Four Years of Animat Research / Jean-Arcady Meyer and Agnes Guillot
  • 2. Mechanism and Process in Animal Behavior: Models of Animals, Animals as Models / Herbert L. Roitblat
  • 3. Coherent Behavior from Many Adaptive Processes / Rodney A. Brooks
  • 4. Stability in Adaptation and Learning / Jean-Jacques E. Slotine
  • Perception and Motor Control
  • 5. Modeling the Role of Cerebellum in Prism Adaptation / Michael A. Arbib, Nicolas Schweighofer and W.T. Thach
  • 6. Robotic Experiments in Cricket Phonotaxis / Barbara Webb
  • 7. How to Watch Your Step: Biological Evidence and an Initial Model / Patrick R. Green
  • 8. On Why Better Robots Make it Harder / Tim Smithers
  • 9. Insect Vision and Olfaction: Different Neural Architectures for Different Kinds of Sensory Signal? / d. Osorio, Wayne M. Getz and Jurgen Rybak
  • 10. The Interval Reduction Strategy for Monitoring Cupcake Problems / Paul R. Cohen, Marc S. Atkin and Eric A. Hansen
  • 11. Visual Control of Altitude and Speed in a Flying Agent / Fabrizio Mura and Nicolas Franceschini
  • Action Selection and Behavioral Sequences
  • 12. What Is Cognitive and What Is Not Cognitive? / Frederick Toates
  • 13. Action-Selection in Hamsterdam: Lessons from Ethology / Bruce Blumberg
  • 14. Behavioral Dynamics of Escape and Avoidance: A Neural Network Approach / Nestor A. Schmajuk
  • 15. Organizing an Animat's Behavioural Repertoires Using Kohonen Feature Maps / Nigel Ball
  • 16. Action Selection for Robots in Dynamic Environments through Inter-behaviour Bidding / Michael K. Sahota
  • Motivation and Emotion
  • 17. An Hierarchical Classifier System Implementing a Motivationally Autonomous Animat / Jean-Yves Donnart and Jean-Arcady Meyer
  • 18. Using Second Order Neural Connections for Motivation of Behavioral Choices / Gregory M. Werner
  • Internal World Models and Cognitive Processes
  • 19. Spatial Learning and Representation in Animats / Tony J. Prescott
  • 20. Location Recognition in Rats and Robots / William D. Smart and John Hallam
  • 21. Emergent Functionality in Human Infants / Julie C. Rutkowska
  • 22. Connectionist Environment Modelling in a Real Robot / William Chesters and Gillian Hayes
  • 23. A Hybrid Architecture for Learning Continuous Environmental Models in Maze Problems / A.G. Pipe, T.C. Fogarty and A. Winfield
  • 24. A Place Navigation Algorithm Based on Elementary Computing Procedures and Associative Memories / Simon Benhamou, Pierre Bovet and Bruno Poucet
  • 25. Self-Organizing Topographic Maps and Motor Planning / Pietro Morasso and Vittorio Sanguineti
  • 26. The Effect of Memory Length on the Foraging Behavior of a Lizard / Sharoni Shafir and Jonathan Roughgarden
  • Characterization of Environments
  • 27. The Blind Breeding the Blind: Adaptive Behavior without Looking / Peter M. Todd, Stewart W. Wilson, Anil B. Somayaji and Holly A. Yanco
  • 28. Memoryless Policies: Theoretical Limitations and Practical Results / Michael L. Littman
  • Learning
  • 29. A Comparison of Q-Learning and Classifier Systems / Marco Dorigo and Hugues Bersini
  • 30. Paying Attention to What's Important: Using Focus of Attention to Improve Unsupervised Learning / Leonard N. Foner and Pattie Maes
  • 31. Learning Efficient Reactive Behavioral Sequences from Basic Reflexes in a Goal-Directed Autonomous Robot / Jose del R. Milla
  • 32. The Importance of Leaky Levels for Behavior-Based AI / Gregory M. Saunders, John F. Kolen and Jordan B. Pollack
  • 33. A Topological Neural Map for On-line Learning: Emergence of Obstacle Avoidance in a Mobile Robot / Philippe Gaussier and Stephane Zrehen
  • 34. Reinforcement Tuning of Action Synthesis and Selection in a 'Virtual Frog' / Simon Giszter
  • 35. Achieving Rapid Adaptations in Robots by Means of External Tuition / Ulrich Nehmzow and Brendan McGonigle
  • 36. Two-Link-Robot Brachiation with Connectionist Q-Learning / Fuminori Saito and Toshio Fukuda
  • 37. An Architecture for Learning to Behave / Ahsley M. Aitken
  • 38. Reinforcement Learning for Homeostatic Endogenous Variables / Hugues Bersini
  • 39. An Architecture for Representing and Learning Behaviors by Trial and Error / Pascal Blanchet
  • 40. A Distributed Adaptive Control System for a Quadruped Mobile Robot / Bruce L. Digney and M.M. Gupta
  • 41. Reinforcement Learning with Dynamic Covering of State-Action Space: Partitioning Q-Learning / Remi Munos and Jocelyn Patinel
  • 42. The Five Neuron Trick: Using Classical Conditioning to Learn How to Seek Light / Tom Scutt
  • 43. Adaptation in Dynamic Environments through a Minimal Probability of Exploration / Gilles Venturini
  • Evolution
  • 44. Integrating Reactive, Sequential, and Learning Behavior Using Dynamical Neural Networks / Brian Yamauchi and Randall Beer
  • 45. Seeing The Light: Artificial Evolution, Real Vision / Inman Harvey, Phil Husbands and Dave Cliff
  • 46. Evolution of Corridor Following Behavior in a Noisy World / Craig W. Reynolds
  • 47. Protean Behavior in Dynamic Games: Arguments for the Co-Evolution of Pursuit-Evasion Tactics / Geoffrey F. Miller and Dave Cliff
  • 48. Automatic Creation of an Autonomous Agent: Genetic Evolution of a Neural-Network Driven Robot / Dario Floreano and Francesco Mondada
  • 49. The Effect of Parasitism on the Evolution of a Communication Protocol in an Artificial Life Simulation / Phil Robbins
  • Collective Behavior
  • 50. Towards Robot Cooperation / David McFarland
  • 51. A Case Study in the Behavior-Oriented Design of Autonomous Agents / Luc Steels
  • 52. Learning to Behave Socially / Maja J. Mataric
  • 53. Signalling and Territorial Aggression: An Investigation by Means of Synthetic Behavioural Ecology / Peter de Bourcier and Michael Wheeler
  • 54. Integration of Reactive and Telerobotic Control in Multi-agent Robotic Systems / Ronald C. Arkin and Khaled S. Ali
  • 55. MINIMEME: Of Life and Death in the Noosphere / Stephane Bura
  • 56. Learning Coordinated Motions in a Competition for Food between Ant Colonies / Masao Kubo and Yukinori Kakazu
  • Applied Adaptive Behavior
  • 57. Emergent Colonization and Graph Partitioning / Pascale Kuntz and Dominique Snyers
  • 58. Diversity and Adaptation in Populations of Clustering Ants / Erik D. Lumer and Baldo Faieta
  • Author Index.