Misha Man Ray Denil

USPTO Granted Patents = 7 (Patent Applications = 6)

EPO Patents = 1 (Patent Applications = 6)

Average Co-Inventor Count = 10.2

ph-index = 1

Forward Citations = 2(Granted Patents)

Company Filing History:

6 out of 308

Deepmind Technologies Limited

Years Active: 2020-2025

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7 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12505346 - Autoregressively generating sequences of data elements defining actions to be performed by an agent (2025-12-23),

2. 12325130 - Data-driven robot control (2025-06-10),

3. 12271823 - Training machine learning models by determining update rules using neural networks (2025-04-08),

4. 11712799 - Data-driven robot control (2023-08-01),

5. 11615310 - Training machine learning models by determining update rules using recurrent neural networks (2023-03-28),

6. 11074481 - Environment navigation using reinforcement learning (2021-07-27),

7. 10572776 - Environment navigation using reinforcement learning (2020-02-25),

Title: Innovations of Misha Man Ray Denil

Introduction

Misha Man Ray Denil is a prominent inventor based in London, GB. He has made significant contributions to the field of robotics and machine learning, holding a total of six patents. His work focuses on developing advanced methods and systems that enhance robotic control and machine learning model training.

Latest Patents

One of Misha's latest patents is titled "Data-driven robot control - Methods, systems, and apparatus, including computer programs encoded on computer storage media, for data-driven robotic control." This patent outlines a method that includes maintaining robot experience data, obtaining annotation data, training a reward model, and generating task-specific training data. The process involves training a policy neural network to define a control policy for robots performing specific tasks.

Another notable patent is "Training machine learning models by determining update rules using neural networks." This invention describes methods for training machine learning models using gradient descent techniques. It includes determining an update rule for model parameters using a recurrent neural network (RNN) and applying this rule to optimize the model parameters effectively.

Career Highlights

Misha Man Ray Denil is currently employed at DeepMind Technologies Limited, a leading company in artificial intelligence research. His work at DeepMind has positioned him at the forefront of innovation in the field, contributing to groundbreaking advancements in AI and robotics.

Collaborations

Misha has collaborated with several talented individuals, including Joao Ferdinando Gomes De Freitas and Sergio Gomez Colmenarejo. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of innovative solutions.

Conclusion

Misha Man Ray Denil is a distinguished inventor whose work in robotics and machine learning has led to significant advancements in technology. His patents reflect a commitment to innovation and a deep understanding of complex systems. His contributions continue to shape the future of artificial intelligence and robotics.

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