Complex networks of simple neurons for bipedal locomotion, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp.4457-4462, 2009. ,
Exploring the T-Maze: Evolving Learning-Like Robot Behaviors Using CTRNNs, Lecture Notes in Computer Science, pp.593-604, 2003. ,
A computational model of prefrontal cortex function, Nips, pp.141-148, 1995. ,
Evolution of Neural Architecture Fitting Environmental Dynamics, Adaptive Behavior, vol.13, issue.1, pp.53-66, 2005. ,
Evolution of recurrent neural controllers using an extended parallel genetic algorithm, Robotics and Autonomous Systems, vol.52, issue.2-3, pp.148-159, 2005. ,
Multi-objectives optimization using evolutionnary algorithms, 2001. ,
Kinds of Minds: Towards an Understanding of Consciousness, 1997. ,
Evolutionary Robotics: Exploring New Horizons, New Horizons in Evolutionary Robotics, pp.3-25, 2011. ,
URL : https://hal.archives-ouvertes.fr/inria-00566896
Neural Nets trained by genetic algorithms for collision avoidance, Applied Artificial Intelligence, vol.13, issue.3, 2000. ,
URL : https://hal.archives-ouvertes.fr/hal-00934535
Neuroevolution: from architectures to learning, Evolutionary Intelligence, vol.1, issue.1, pp.47-62, 2008. ,
Evolutionary Robotics, Springer Handbook of Robotics, pp.1423-1451, 2008. ,
Evolutionary robots with on-line self-organization and behavioral fitness, Neural Networks, vol.13, issue.4-5, pp.431-443, 2000. ,
Evolution of plastic control networks, Autonomous Robots, vol.11, issue.3, pp.311-317, 2001. ,
Where neuroscience and dynamic system theory meet autonomous robotics: A contracting basal ganglia model for action selection, Neural Networks, vol.21, issue.4, pp.628-641, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01524676
Sustaining diversity using behavioral information distance, Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09, pp.113-120, 2009. ,
L = C a simple equation with astonishing consequences, Journal of Theoretical Biology, vol.145, issue.1, pp.13-40, 1990. ,
Reducing Local Optima in Single-Objective Problems by Multi-objectivization, Lecture Notes in Computer Science, pp.269-283, 2001. ,
Beyond Open-endedness: Quantifying Impressiveness, Artificial Life 13, vol.11, 2012. ,
Abandoning Objectives: Evolution Through the Search for Novelty Alone, Evolutionary Computation, vol.19, issue.2, pp.189-223, 2011. ,
Diversity of Autopoiesis, Boston Studies in the Philosophy and History of Science, pp.96-111, 1980. ,
Novelty-Based Multiobjectivization, New Horizons in Evolutionary Robotics, pp.139-154, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01300711
Overcoming the bootstrap problem in evolutionary robotics using behavioral diversity, 2009 IEEE Congress on Evolutionary Computation, pp.1161-1168, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00473147
Using behavioral exploration objectives to solve deceptive problems in neuro-evolution, Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09, pp.627-634, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00473132
Encouraging Behavioral Diversity in Evolutionary Robotics: An Empirical Study, Evolutionary Computation, vol.20, issue.1, pp.91-133, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00687609
Fitness functions in evolutionary robotics: A survey and analysis, Robotics and Autonomous Systems, vol.57, issue.4, pp.345-370, 2009. ,
Automatic Synthesis of Working Memory Neural Networks with Neuroevolution Methods, Proc. of Neurocomp'10, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00553407
How to promote generalisation in evolutionary robotics, Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11, pp.259-266, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00633928
Embedding Connectionist Autonomous Agents in Time: The 'Road Sign Problem, Neural Processing Letters, vol.12, issue.2, pp.145-158, 2000. ,
Evolving neural networks through augmenting topologies, Evolutionary Computation, 2002. ,
On the relationships between synaptic plasticity and generative systems, Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00687621
Speciation in Behavioral Space for Evolutionary Robotics, Journal of Intelligent & Robotic Systems, vol.64, issue.3-4, pp.323-351, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00642312
Sequential Behavior and Learning in Evolved Dynamical Neural Networks, Adaptive Behavior, vol.2, issue.3, p.219, 1994. ,
Remembering How To Behave, International Series on Computational Intelligence, pp.341-376, 1999. ,
Neuromodulation of reactive sensorimotor mappings as a short-term memory mechanism in delayed response tasks, Adaptive Behavior, vol.10, issue.3/4, pp.185-199, 2002. ,
, NSGA-II (pop. size: 200, number of generations, 2000.
direct encoding): -prob. of changing weight/bias: 0.1 -prob. of adding/deleting a conn ,
, ? Source code will be available online