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In this paper we discuss the performance of the proposed Incremental Genetic Programming on the efficiency of evolution of locomotion gaits of simulated snake-like robot (Snakebot). Compared to the wheeled and legged robots, the Snakebot features better robustness and adaptability characteristics. However, as a modular robot featuring several degrees of freedom, Snakebots is difficult to control,...