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For the Inventor, By the Inventor

Lexington, MA, United States of America

Alex Paul Pentland

USPTO Granted Patents = 16 

Average Co-Inventor Count = 2.4

ph-index = 10

Forward Citations = 1,811(Granted Patents)


Location History:

  • Cambridge, MA (US) (1992 - 1998)
  • Lexington, MA (US) (2001 - 2015)
  • Boston, MA (US) (2020 - 2021)

Company Filing History:

goldMedal14 out of 8,369 
 
Massachusetts Institute of Technology
 patents
silverMedal1 out of 1 
 
Charmed.com, Inc.
 patent
bronzeMedal1 out of 52 
 
Mitsubishi Electric Research Labs.
 patents

Years Active: 1992-2021

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16 patents (USPTO):
1. 10992541 - Methods and apparatus for communication network (2021-04-27),
2. 10715395 - Methods and apparatus for communication network (2020-07-14),
3. 9098798 - Methods and apparatus for prediction and modification of behavior in networks (2015-08-04),
4. 8914505 - Methods and apparatus for tuning a network for optimal performance (2014-12-16),
5. 8484035 - Modification of voice waveforms to change social signaling (2013-07-09),
6. 7877082 - Combined short range radio network and cellular telephone network for interpersonal communications (2011-01-25),
7. 6911995 - Computer vision depth segmentation using virtual surface (2005-06-28),
8. 6757719 - Method and system for data transmission between wearable devices or from wearable devices to portal (2004-06-29),
9. 6236768 - Method and apparatus for automated, context-dependent retrieval of information (2001-05-22),
10. 5710833 - Detection, recognition and coding of complex objects using probabilistic (1998-01-20),
11. 5590261 - Finite-element method for image alignment and morphing (1996-12-31),
12. 5563988 - Method and system for facilitating wireless, full-body, real-time user (1996-10-08),
13. 5511153 - Method and apparatus for three-dimensional, textured models from plural (1996-04-23),
14. 5287529 - Method for estimating solutions to finite element equations by (1994-02-15),
15. 5164992 - Face recognition system (1992-11-17),

Title: The Innovations of Alex Paul Pentland

Introduction

Alex Paul Pentland is a prominent inventor based in Lexington, MA (US). He holds a total of 16 patents that reflect his significant contributions to the field of communication networks and reinforcement learning. His work has paved the way for advancements in how agents communicate and learn from one another.

Latest Patents

Among his latest patents is a method and apparatus for communication networks. This invention focuses on maximizing the performance of a network of reinforcement learning agents by optimizing the communication topology between the agents. The approach involves the use of a sparse Erdos-Renyi network, where network density is carefully selected to enhance reachability while minimizing homogeneity. This innovative topology is particularly beneficial for massively distributed learning scenarios, such as fleets of autonomous vehicles or mobile phones that learn collaboratively without a central coordinating master.

Career Highlights

Throughout his career, Pentland has been associated with prestigious institutions, including the Massachusetts Institute of Technology (MIT) and Charmed.com, Inc. His work at MIT has been instrumental in advancing research in the fields of artificial intelligence and network communication.

Collaborations

Pentland has collaborated with notable individuals in his field, including Pattie E. Maes and Thad E. Starner. These collaborations have further enriched his research and innovations.

Conclusion

Alex Paul Pentland's contributions to communication networks and reinforcement learning have made a significant impact on technology today. His innovative patents and collaborations continue to influence the future of distributed learning systems.

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