This paper presents a method for animating human characters, especially dedicated to walk planning problems. The method is integrated in a randomized motion planning scheme, including a steering method dedicated to human walk. This steering method integrates a character motion controller assuming realistic animations. The navigation of the character through a virtual environment is modeled as a composition of Bezier curves. The controller is based on motion capture data editing techniques. This approach satisfies some essential computer graphics criteria: a realistic result, a low response time, a collision-free motion in possibly constrained 3D environments. The approach has been implemented and successfully demonstrated on several examples.