Alexander Maloletov

A Genetic Approach to Gradient-Free Kinodynamic Planning in Uneven Terrains

This paper proposes a genetic algorithm-based kinodynamic planning algorithm (GAKD) for car-like vehicles navigating uneven terrains modeled as triangular meshes. The algorithm's distinct feature is trajectory optimization over a receding horizon of fixed length using a genetic algorithm with heuris