Company Filing History:
Years Active: 2023
Title: Apurva Badithela: Innovator in Motion Planning Technology
Introduction
Apurva Badithela is an accomplished inventor based in Pasadena, California. He has made significant contributions to the field of motion planning technology, particularly through his innovative patent. His work focuses on enhancing the capabilities of machine learning models in generating vehicle trajectories.
Latest Patents
Apurva holds a patent titled "Counterexample-guided update of a motion planner." This patent provides methods for updating a motion planner using counterexample-guided techniques. The process involves training a machine learning model to generate a trajectory for a vehicle. Initially, a first trained machine learning model is created, which includes a first plurality of feature weights. When this model fails to produce a correct trajectory, it is updated based on a counterexample, leading to the generation of a second trained machine learning model with a different set of feature weights. The final model is refined by applying a third plurality of feature weights, enhancing its ability to generate accurate vehicle trajectories. Additionally, the patent includes systems and computer program products that support these methods.
Career Highlights
Apurva is currently employed at Motional Ad LLC, where he continues to develop innovative solutions in the field of autonomous vehicles. His expertise in machine learning and motion planning has positioned him as a valuable asset to the company.
Collaborations
Apurva collaborates with Tung Minh Phan, who is also a key contributor in their projects. Their teamwork exemplifies the synergy between talented individuals in advancing technology.
Conclusion
Apurva Badithela's contributions to motion planning technology through his patent demonstrate his innovative spirit and commitment to improving vehicle trajectory generation. His work at Motional Ad LLC and collaboration with colleagues further highlight his impact in the field.