Sivaramakrishnan Swaminathan

Title: The Innovative Mind of Sivaramakrishnan Swaminathan

Introduction

Sivaramakrishnan Swaminathan is a notable inventor based in Mountain View, CA. He has made significant contributions to the field of technology, particularly in the development of advanced graph models. His work focuses on enhancing the interaction between agents and their environments through innovative methods and systems.

Latest Patents

Sivaramakrishnan holds a patent 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. One of the key methods involves obtaining experience data and using it to update a visitation count for state-action pairs represented by the graph model. At each exploration step, the utility measure for these pairs is computed, leading to a sequence of planned actions that optimize information gain.

Career Highlights

Sivaramakrishnan is currently associated with Gdm Holding LLC, where he applies his expertise in graph models and agent-based systems. His innovative approach has positioned him as a valuable asset in the tech industry. With a focus on practical applications of his inventions, he continues to push the boundaries of what is possible in his field.

Collaborations

Sivaramakrishnan collaborates with talented individuals such as Kirankumar Dave and Miguel Lazaro-Gredilla. Their combined efforts contribute to the advancement of technology and the successful implementation of innovative solutions.

Conclusion

Sivaramakrishnan Swaminathan exemplifies the spirit of innovation through his groundbreaking work in graph models and agent interactions. His contributions are paving the way for future advancements in technology.