Evolution of the CPG with sensory feedback for bipedal locomotion

Lecture Notes in Computer Science

Volumn 3611, Issue PART II, 2005, Pages 714-726

  Ok, Sooyol ^a   Kim, DuckSool ^a  

^a Tongmyong University of Information Technology   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMATION; BIOMECHANICS; GAIT ANALYSIS; GENETIC ENGINEERING; MATHEMATICAL MODELS; NEUROPHYSIOLOGY; ROBOTICS; ROBOTS;

BIPEDAL WALKING; EVOLUTIONARY GENERATION; MANUAL CODING; NEURONAL SYSTEMS;

COMPUTATIONAL METHODS;

EID: 26844451838     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11539117_102     Document Type: Conference Paper

References (16)

1. Dimitrijevic, MR., Gerasimenko, Y., Pinter, MM.: Evidence for a spinal central pattern generator in humans. Annals of the New York Academy of Sciences, 860 (1998) 360-376
2. Duysens, J., Van de Crommert, HWAA.: Neural control of locomotion; part 1. The central pattern generator from cats to humans. Gait Posture, 7 (1998) 131-141
3. Garis, H.: Genetic Programming: building artificial nervous systems using genetically programmed neural networks modules, in Proc of the 7th Internatinal Conference on Machine Learning (1990) 132-139
4. Hase, K., Yamazaki, N.; Computational evolution of human bipedal walking by a neuro-musculo-skeletal model. Artificial Life and Robotics, 3 (1999) 133-138
5. Iba, H.: Evolving multiple agents by genetic programming, Advances in Genetic Programming. MIT Press, Cambridge, Massachusetts, (1999) 447-466
6. Ito, S., Yuasa, H., Luo, Z., Ito, K.: Generation of Locomotion Patterns according to the Energy Consumption. in Proc. of 12th. Annual Conf. of Robotics Society of Japan, (1994) 1159-1160
7. Kimura, H., Sakurama, K. Akiyama, S.: Dynamic Walking and Running of the Quadrupled Using Neural Oscillator. In Proc. of IROS98, (1998) 50-57
8. Koza, J.R., Rice, J.P.: Genetic Generation of Both the Weights and Architecture for a Neural Network. In Proc. of the IEEE International Joint Conference on Neural Networks, 2 (1991) 397-404
9. Koza, J.R.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, Massachusetts, (1992)
10. Taga, G.: A model of the neuro-musculo-skeletal system for human locomotion. I. Emergence of basic gait. Biological Cybernetics, 73 (1995) 97-111
11. Taga, G.: A model of the neuro-musculo-skeletal system for human locomotion. II. Real-time adaptability under various constraints. Biological Cybernetics, 73 (1995) 113-121
12. Zongker, D., Punch, B.: lil-gp 1.0 User's Manual. (1995).
13. Ok, S., Miyashita, K. Nishihara, S.: Improving performance of GP by adaptive terminal selection. In Proc. of PRICAI2000, (2000) 435-445
14. Hase,K., Miyashita, K., Ok, S. Arakawa,Y.: Human gait simulation with a neuromusculoskeletal model and evolutionary computation. Journal of Visualization and Computer Animation, 14(2) (2003) 73-92
15. Taga, G.: A model of the neuro-musculo-skeletal system for anticipatory adjustment of human locomotion during obstacle avoidance. Biological Cybernetics, 78(1) (1998) 9-17
16. Inada, H., Ishii, K.: Behavior Generation of Bipedal Robot Using Central Pattern Generator(CPG) (1st Report: CPG Parameters Searching Method by Genetic Algorithm). Proc. of IROS'03, (2003) 2179-2184