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For the Inventor, By the Inventor

Haifa, Israel

Alexander Zadorojniy

This inventor holds 21 USPTO granted patents and 12 published patent applications, plus 1 CIPO patent, primarily in Reinforcement Learning. Top assignee: International Business Machines Corporation. Active years: 2017-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Alexander Zadorojniy. Retrieved from https://idiyas.com/inventor/alexander-zadorojniy

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Calculating rank
USPTO Granted Patents = 21 

% Patents Active = 52.4


Average Co-Inventor Count = 2.9

ph-index = 2

Forward Citations = 11(Granted Patents)


Company Filing History:

goldMedal20 out of 166,425 
 
International Business Machines Corporation
 patents
where one patent can have more than one assignee

Years Active: 2017-2026

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Areas of Expertise:
Reinforcement Learning
Control Systems
Optimization Techniques
Markov Decision Process
Stochastic Controller
Anomaly Classification
Sensor Data Analytics
Event Detection
Policy Generation
Dimensionality Reduction
User Activity Detection
21 patents (USPTO):Explore Patents
1. 12770038 - Interpretability of decision making methods (2026-10-20),
2. 12585976 - Automated explainer of reinforcement learning actions using occupation measures (2026-03-24),
3. 12346777 - Optimizing a machine for solving offline optimization problems (2025-07-01),
4. 12061450 - Generating logically-represented policy for control systems operating based on constrained Markov decision process (CMDP) models (2024-08-13),
5. 11947323 - Reward to risk ratio maximization in operational control problems (2024-04-02),
6. 11657310 - Utilizing stochastic controller to provide user-controlled notification rate of wearable-based events (2023-05-23),
7. 11574244 - States simulator for reinforcement learning models (2023-02-07),
8. 11487922 - Optimizing control actions of a control system via automatic dimensionality reduction of a mathematical representation of the control system (2022-11-01),
9. 11308410 - Control system with optimized periodic adjustments of system control settings using MARS-based MILP optimization (2022-04-19),
10. 11281734 - Personalized recommender with limited data availability (2022-03-22),
11. 10984341 - Detecting complex user activities using ensemble machine learning over inertial sensors data (2021-04-20),
12. 10929767 - Method for complex events detection using hidden markov models (2021-02-23),
13. 10540598 - Interpolation of transition probability values in Markov decision processes (2020-01-21),
14. 10528883 - Hybrid estimation of transition probability values in markov decision processes (2020-01-07),
15. 10504036 - Optimizing performance of event detection by sensor data analytics (2019-12-10),

Title: The Innovative Mind of Alexander Zadorojniy

Introduction

Alexander Zadorojniy, an accomplished inventor based in Haifa, Israel, holds a remarkable portfolio with 18 patents to his name. His contributions primarily focus on advanced control systems and optimization methodologies. With a deep understanding of complex decision-making processes, his inventions have paved the way for improved efficiency in various applications.

Latest Patents

Zadorojniy’s latest patents showcase his expertise in controlling systems operating under constrained conditions. One notable invention involves generating a logically-represented policy for control systems based on constrained Markov decision process (CMDP) models. This innovation includes a method for automatically training a CMDP model using data related to control action variables, system states, costs/rewards, and constraints. The goal is to generate an effective operational policy that adheres to the specific limitations of the controlled application system.

Another significant patent by Zadorojniy focuses on maximizing the reward-to-risk ratio in operational control problems. This computer-implemented method formulates an operational control problem as an optimization challenge, generating a sequence of policies to find the optimal solution path. This process evaluates and selects policies based on their calculated ratios, contributing to enhanced decision-making in complex environments.

Career Highlights

Alexander Zadorojniy has established a significant career in the technology sector, contributing his skills to prestigious companies, including IBM (International Business Machines Corporation). His work at such renowned organizations has refined his ability to tackle complex engineering problems, leading to his innovative approach in developing practical solutions.

Collaborations

Throughout his career, Zadorojniy has collaborated with talented professionals, including Sergey Zeltyn and Segev Eliezer Wasserkrug. These partnerships have fostered an exchange of ideas and expertise, further enriching his inventions and solutions.

Conclusion

Alexander Zadorojniy stands out as a visionary inventor whose work in control systems and optimization underscores the importance of innovation in technology. With 18 patents to his credit, his contributions continue to shape and enhance operational methodologies, making a significant impact in the field.

Profile summary based on public USPTO records.
Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]
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