Ji He

Title: The Innovative Contributions of Ji He

Introduction

Ji He is a prominent inventor based in Nanjing, China. He has made significant contributions to the field of computational models, holding three patents that showcase his innovative approach to technology. His work primarily focuses on enhancing the efficiency and effectiveness of processing units through advanced computational techniques.

Latest Patents

One of Ji He's latest patents is the "Multi-model controller." This invention involves a processing unit that operates a first recurrent computational model (RCM) to provide first state information and a predicted result value. The processing unit also operates a first network computational model (NCM) to provide respective expectation values of a plurality of actions based on the first state information. Additionally, the processing unit can provide an indication of at least one of the plurality of actions and receive a reference result value via a communications interface. The processing unit can train the first RCM based on the predicted result value and the reference result value to provide a second RCM, and can train the first NCM based on the first state information and the at least one of the plurality of actions to provide a second NCM.

Another notable patent is the "Multiple-action computational model training and operation." In this invention, a processing unit determines a first feature value corresponding to a session by operating a first NCM based on session information. The processing unit can also determine respective second feature values corresponding to individual actions of a plurality of actions by operating a second NCM. The second NCM uses a common set of parameters to determine the second feature values. The processing unit can then determine respective expectation values of some actions based on the first feature value and the respective second feature values, ultimately selecting a first action based on at least one of the expectation values.

Career Highlights

Ji He is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in computational modeling. His work has significantly impacted the way processing units operate, leading to advancements in various technological applications.

Collaborations

Ji He has collaborated with notable colleagues in the field, including Jianfeng Gao and Li Deng. Their combined expertise has contributed to the development of cutting-edge technologies and innovative solutions.

Conclusion

Ji He's contributions to the field of computational models exemplify his innovative spirit and dedication to advancing technology. His patents reflect a deep understanding of complex systems and a commitment to improving processing unit efficiency.