Company Filing History:
Years Active: 2019
Title: Innovations of Jonathan M Sussman-Fort
Introduction
Jonathan M Sussman-Fort is an accomplished inventor based in Manchester, NH (US). He has made significant contributions to the field of electromagnetic signal detection through his innovative patent. His work exemplifies the intersection of technology and advanced learning methods.
Latest Patents
Jonathan holds a patent for an "Autonomous reinforcement learning method of receiver scan schedule control." This method involves detecting electromagnetic signal sources of interest by applying reinforcement learning to continuously update a receiver scan schedule. The agent in this system is reinforced based on comparisons between expected and actual degrees of success after each schedule update. The actual degrees of success are estimated by applying various value scales to signal data across multiple reward classes. The method can utilize an exponential scale across these reward classes, and a companion system can provide data analysis to the agent. The agent comprises an actor module for determining schedule updates and a critic module for assessing scanning success and awarding reinforcements. This innovative approach can implement multiple agents through asynchronous multiple-worker actor/critic reinforcement learning, initially applying to training data that includes synthetic and/or previously measured signal data.
Career Highlights
Jonathan is currently employed at Bae Systems Information and Electronic Systems Integration Inc., where he continues to develop and refine his innovative ideas. His work at this esteemed company allows him to collaborate with other talented professionals in the field.
Collaborations
One of his notable coworkers is Scott A Kuzdeba, with whom he shares insights and expertise in their projects.
Conclusion
Jonathan M Sussman-Fort's contributions to the field of electromagnetic signal detection through his innovative patent highlight his expertise and dedication to advancing technology. His work continues to influence the industry and pave the way for future innovations.