论文信息 - GA-BASED GAIT GENERATION OF SONY QUADRUPED ROBOTS

GA-BASED GAIT GENERATION OF SONY QUADRUPED ROBOTS

This paper presents a GA (Genetic Algorithm) approach to the development of locomotion gait for Sony quadruped robots. The selection of GA parameters such as the population size and recombination methods is made to be flexible and strive towards optimal performance autonomously. An interactive software environment with an overhead CCD camera is used to evaluate the performance of the generated gaits. The experimental results are given to show that the stable and fast gaits have been achieved. Keyword: Evolutionary Programming, Quadruped Robots, Genetic Algorithms, Gait Generation

Huosheng Hu | Dragos Golubovic | Huosheng Hu | D. Golubovic

[1] Huosheng Hu,et al. The mind of a robot , 1994, Philosophical Transactions of the Royal Society of London. Series A: Physical and Engineering Sciences.

[2] Minoru Asada,et al. Robotics in the Home, Office, and Playing Field , 1999, IJCAI.

[3] Kenneth Alan De Jong,et al. An analysis of the behavior of a class of genetic adaptive systems. , 1975 .

[4] Pablo González de Santos,et al. Wheel+legs - A new solution for traction enhancement without additive soil compaction , 1997, IEEE Robotics & Automation Magazine.

[5] Dongbing Gu,et al. Reactive behaviours and agent architecture for Sony legged robots to play football , 2001 .

[6] Masahiro Fujita,et al. AIBO: Toward the Era of Digital Creatures , 2001, Int. J. Robotics Res..

[7] Dongbing Gu,et al. Reinforcement learning of fuzzy logic controllers for quadruped walking robots , 2002 .

[8] John J. Grefenstette,et al. Optimization of Control Parameters for Genetic Algorithms , 1986, IEEE Transactions on Systems, Man, and Cybernetics.

[9] K. Dejong,et al. An analysis of the behavior of a class of genetic adaptive systems , 1975 .

[10] Huosheng Hu,et al. An Interactive Software Environment for Gait Generation and Control Design of Sony Legged Robots , 2002, RoboCup.