This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignees: Deepmind Technologies Limited, Gdm Holding LLC. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Meet Kirankumar Dave: Innovator in Graph Models
Introduction
Meet Kirankumar Dave is an accomplished inventor based in Santa Clara, CA. He has made significant contributions to the field of graph models, particularly in the context of agent-based interactions with environments. With a total of 2 patents, his work is at the forefront of innovation in this area.
Latest Patents
One of his latest patents is titled "Fast exploration and learning of latent graph models." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a graph model that represents an environment being interacted with by an agent. The methods involve obtaining experience data, updating visitation counts for state-action pairs, and computing utility measures to determine planned actions that lead to information gain. This innovative approach allows agents to transition between states based on observations and actions taken in the environment.
Career Highlights
Throughout his career, Kirankumar has worked with notable companies such as DeepMind Technologies Limited and GDM Holding LLC. His experience in these organizations has contributed to his expertise in developing advanced graph models and agent-based systems.
Collaborations
Some of his coworkers include Miguel Lazaro-Gredilla and Dileep George. Their collaborative efforts have likely enhanced the innovative projects they have worked on together.
Conclusion
Meet Kirankumar Dave is a prominent figure in the field of graph models, with a focus on agent interactions. His patents and career achievements reflect his dedication to advancing technology in this domain.