Company Filing History:
Years Active: 2020-2023
Title: Sudarshan Kumaran: Innovator in Navigation Technologies
Introduction
Sudarshan Kumaran is a prominent inventor based in London, GB. He has made significant contributions to the field of navigation technologies, particularly through his innovative patents. With a total of 5 patents to his name, Kumaran is recognized for his work in developing advanced systems that enhance the capabilities of agents interacting with various environments.
Latest Patents
One of Sudarshan Kumaran's latest patents focuses on performing navigation tasks using grid codes. This patent outlines methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selecting actions to be performed by an agent interacting with an environment. The system comprises a grid cell neural network and an action selection neural network. The grid cell network is designed to receive input data characterizing the agent's velocity, process this input to generate a grid cell representation, and estimate the agent's position within the environment. Meanwhile, the action selection neural network processes inputs, including a grid cell representation and an observation of the environment's state, to generate an action selection network output.
Career Highlights
Sudarshan Kumaran is currently employed at DeepMind Technologies Limited, where he continues to push the boundaries of artificial intelligence and navigation systems. His work is instrumental in developing technologies that can significantly improve the efficiency and accuracy of navigation tasks.
Collaborations
Kumaran collaborates with notable colleagues, including Andrea Banino and Raia Thais Hadsell, who share his passion for advancing the field of artificial intelligence and navigation technologies.
Conclusion
Sudarshan Kumaran's innovative contributions to navigation technologies through his patents and work at DeepMind Technologies Limited highlight his role as a leading inventor in this field. His advancements are paving the way for more intelligent systems that can effectively navigate complex environments.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.