Dynamical Analysis of Evolved Agents : A Primer

[1]  Randall D. Beer,et al.  Evolution and Analysis of Model CPGs for Walking: I. Dynamical Modules , 1999, Journal of Computational Neuroscience.

[2]  Randall D. Beer,et al.  Evolving Dynamical Neural Networks for Adaptive Behavior , 1992, Adapt. Behav..

[3]  Inman Harvey,et al.  Circle in the round: State space attractors for evolved sighted robots , 1995, Robotics Auton. Syst..

[4]  Eduardo Izquierdo-Torres,et al.  Analysis of a Dynamical Recurrent Neural Network Evolved for Two Qualitatively Different Tasks: Walking and Chemotaxis , 2008, ALIFE.

[5]  B. Kendall.  Nonlinear Dynamics and Chaos , 2001 .

[6]  Inman Harvey,et al.  Associative Learning on a Continuum in Evolved Dynamical Neural Networks , 2008, Adapt. Behav..

[7]  Randall D. Beer,et al.  Connection and Coordination: The Interplay Between Architecture and Dynamics in Evolved Model Pattern Generators , 2006, Neural Computation.

[8]  Stanley J. Rosenschein,et al.  A dynamical systems perspective on agent-environment interaction , 1996 .

[9]  Frank Pasemann,et al.  Attractor Landscapes and Active Tracking: The Neurodynamics of Embodied Action , 2008, Adapt. Behav..

[10]  Randall D. Beer,et al.  The Dynamics of Active Categorical Perception in an Evolved Model Agent , 2003, Adapt. Behav..

[11]  Stefano Nolfi,et al.  Learning to perceive the world as articulated: an approach for hierarchical learning in sensory-motor systems , 1998, Neural Networks.

[12]  Randall D. Beer,et al.  Fitness Space Structure of a Neuromechanical System , 2010, Adapt. Behav..

[13]  Randall D. Beer,et al.  Evolution and Analysis of Model CPGs for Walking: II. General Principles and Individual Variability , 1999, Journal of Computational Neuroscience.

[14]  R. Beer,et al.  An embodied dynamical approach to relational categorization , 2008 .

[15]  Randall D. Beer,et al.  On the Dynamics of Small Continuous-Time Recurrent Neural Networks , 1995, Adapt. Behav..

[16]  Randall D. Beer,et al.  Center-Crossing Recurrent Neural Networks for the Evolution of Rhythmic Behavior , 2002, Neural Computation.

[17]  C. Budd,et al.  Review of ”Piecewise-Smooth Dynamical Systems: Theory and Applications by M. di Bernardo, C. Budd, A. Champneys and P. 2008” , 2020 .