公开(公告)号：US11430171B2

公开(公告)日：2022-08-30

申请号：US16231059

申请日：2018-12-21

Applicant: SRI International

Inventor： Mohamed R. Amer ,  Timothy J. Meo ,  Xiao Lin

IPC: G06F16/738 ,  G06T13/80 ,  G06N3/04 ,  G06N3/08 ,  G06N20/00 ,  G06K9/62 ,  G06F16/34 ,  G06F16/901 ,  G06T13/40 ,  G06T7/246 ,  G06F40/205 ,  G06V20/40 ,  G06V40/20

Abstract: This disclosure describes techniques that include generating, based on a description of a scene, a movie or animation that represents at least one possible version of a story corresponding to the description of the scene. This disclosure also describes techniques for training a machine learning model to generate predefined data structures from textual information, visual information, and/or other information about a story, an event, a scene, or a sequence of events or scenes within a story. This disclosure also describes techniques for using GANs to generate, from input, an animation of motion (e.g., an animation or a video clip). This disclosure also describes techniques for implementing an explainable artificial intelligence system that may provide end users with information (e.g., through a user interface) that enables an understanding of at least some of the decisions made by the AI system.

公开(公告)号：US10825227B2

公开(公告)日：2020-11-03

申请号：US16230987

申请日：2018-12-21

Applicant: SRI International

Inventor： Mohamed R. Amer ,  Alex C. Tozzo ,  Dejan Jovanovic ,  Timothy J. Meo

IPC: G06T13/80 ,  G06N3/04 ,  G06N3/08 ,  G06K9/00 ,  G06F16/738 ,  G06N20/00 ,  G06K9/62 ,  G06F16/34 ,  G06F16/901 ,  G06T13/40 ,  G06T7/246 ,  G06F40/205

Abstract: This disclosure describes techniques that include generating, based on a description of a scene, a movie or animation that represents at least one possible version of a story corresponding to the description of the scene. This disclosure also describes techniques for training a machine learning model to generate predefined data structures from textual information, visual information, and/or other information about a story, an event, a scene, or a sequence of events or scenes within a story. This disclosure also describes techniques for using GANs to generate, from input, an animation of motion (e.g., an animation or a video clip). This disclosure also describes techniques for implementing an explainable artificial intelligence system that may provide end users with information (e.g., through a user interface) that enables an understanding of at least some of the decisions made by the AI system.

公开(公告)号：US20230394413A1

公开(公告)日：2023-12-07

申请号：US18330930

申请日：2023-06-07

Applicant: SRI International

Inventor： Subhodev Das ,  Aswin Nadamuni Raghavan ,  Avraham Joshua Ziskind ,  Timothy J. Meo ,  Bhoram Lee ,  Chih-hung Yeh ,  John Cadigan ,  Ali Chaudhry ,  Jonathan C. Balloch

IPC: G06Q10/0637

CPC classification number: G06Q10/06375

Abstract: In general, the disclosure describes techniques for Artificial Intelligence (AI) models that can automatically generate diverse, explainable, interpretable, reactive, and coordinated behaviors for a team. In an example, a method includes receiving multimodal input data within a simulator configured to simulate solving a predefined problem by a team including a plurality of agents; generating one or more generative neural network models based on the multimodal input data and based on a predetermined threshold of success of problem solving in the simulator; outputting, by the one or more generative neural network models, one or more multi-agent controllers, wherein each of the one or more multi-agent controllers comprises recommended behaviors for each of the plurality of agents to solve the predefined problem in a manner that is consistent with the multimodal input data.

公开(公告)号：US20190304156A1

公开(公告)日：2019-10-03

申请号：US16230987

申请日：2018-12-21

Applicant: SRI International

Inventor： Mohamed R. Amer ,  Alex C. Tozzo ,  Dejan Jovanovic ,  Timothy J. Meo

IPC: G06T13/40 ,  G06K9/00 ,  G06N3/04 ,  G06F16/901 ,  G06F16/34 ,  G06N3/08

Abstract: This disclosure describes techniques that include generating, based on a description of a scene, a movie or animation that represents at least one possible version of a story corresponding to the description of the scene. This disclosure also describes techniques for training a machine learning model to generate predefined data structures from textual information, visual information, and/or other information about a story, an event, a scene, or a sequence of events or scenes within a story. This disclosure also describes techniques for using GANs to generate, from input, an animation of motion (e.g., an animation or a video clip). This disclosure also describes techniques for implementing an explainable artificial intelligence system that may provide end users with information (e.g., through a user interface) that enables an understanding of at least some of the decisions made by the AI system.

公开(公告)号：US20190303404A1

公开(公告)日：2019-10-03

申请号：US16231059

申请日：2018-12-21

Applicant: SRI International

Inventor： Mohamed R. Amer ,  Timothy J. Meo ,  Xiao Lin

IPC: G06F16/738 ,  G06K9/62 ,  G06N20/00

Abstract: This disclosure describes techniques that include generating, based on a description of a scene, a movie or animation that represents at least one possible version of a story corresponding to the description of the scene. This disclosure also describes techniques for training a machine learning model to generate predefined data structures from textual information, visual information, and/or other information about a story, an event, a scene, or a sequence of events or scenes within a story. This disclosure also describes techniques for using GANs to generate, from input, an animation of motion (e.g., an animation or a video clip). This disclosure also describes techniques for implementing an explainable artificial intelligence system that may provide end users with information (e.g., through a user interface) that enables an understanding of at least some of the decisions made by the AI system.

公开(公告)号：US10789755B2

公开(公告)日：2020-09-29

申请号：US16230945

申请日：2018-12-21

Applicant: SRI International

Inventor： Mohamed R. Amer ,  Timothy J. Meo ,  Aswin Nadamuni Raghavan ,  Alex C. Tozzo ,  Amir Tamrakar ,  David A. Salter ,  Kyung-Yoon Kim

IPC: G06T13/80 ,  G06N3/04 ,  G06N3/08 ,  G06K9/00 ,  G06F16/738 ,  G06N20/00 ,  G06K9/62 ,  G06F16/34 ,  G06F16/901 ,  G06T13/40 ,  G06T7/246 ,  G06F40/205

Abstract: This disclosure describes techniques that include generating, based on a description of a scene, a movie or animation that represents at least one possible version of a story corresponding to the description of the scene. This disclosure also describes techniques for training a machine learning model to generate predefined data structures from textual information, visual information, and/or other information about a story, an event, a scene, or a sequence of events or scenes within a story. This disclosure also describes techniques for using GANs to generate, from input, an animation of motion (e.g., an animation or a video clip). This disclosure also describes techniques for implementing an explainable artificial intelligence system that may provide end users with information (e.g., through a user interface) that enables an understanding of at least some of the decisions made by the AI system.

公开(公告)号：US20190304157A1

公开(公告)日：2019-10-03

申请号：US16230945

申请日：2018-12-21

Applicant: SRI International

Inventor： Mohamed R. Amer ,  Timothy J. Meo ,  Aswin Nadamuni Raghavan ,  Alex C. Tozzo ,  Amir Tamrakar ,  David A. Salter ,  Kyung-Yoon Kim

IPC: G06T13/80 ,  G06F17/27 ,  G06K9/00 ,  G06N3/08 ,  G06N3/04

Abstract: This disclosure describes techniques that include generating, based on a description of a scene, a movie or animation that represents at least one possible version of a story corresponding to the description of the scene. This disclosure also describes techniques for training a machine learning model to generate predefined data structures from textual information, visual information, and/or other information about a story, an event, a scene, or a sequence of events or scenes within a story. This disclosure also describes techniques for using GANs to generate, from input, an animation of motion (e.g., an animation or a video clip). This disclosure also describes techniques for implementing an explainable artificial intelligence system that may provide end users with information (e.g., through a user interface) that enables an understanding of at least some of the decisions made by the AI system.