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Reel/Frame:	044242/0116			Pages:	14
		Recorded:	10/20/2017
Attorney Dkt #:	16113-6082001
Conveyance:	ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS).

Total properties: 45

Patent #:	NONE	Issue Dt:		Application #:	13588097	Filing Dt:	08/17/2012
Publication #:	US20140019484	Pub Dt:	01/16/2014
Title:	Method and Apparatus for Image Searching

Patent #:	8644607	Issue Dt:	02/04/2014	Application #:	13801027	Filing Dt:	03/13/2013
Title:	Method and Apparatus for Image Processing

Patent #:	8873838	Issue Dt:	10/28/2014	Application #:	13804257	Filing Dt:	03/14/2013
Publication #:	US20140270488	Pub Dt:	09/18/2014
Title:	METHOD AND APPARATUS FOR CHARACTERIZING AN IMAGE

Patent #:	NONE	Issue Dt:		Application #:	13804382	Filing Dt:	03/14/2013
Publication #:	US20140019431	Pub Dt:	01/16/2014
Title:	Method and Apparatus for Conducting a Search

Patent #:	9342781	Issue Dt:	05/17/2016	Application #:	13925637	Filing Dt:	06/24/2013
Publication #:	US20140279777	Pub Dt:	09/18/2014
Title:	SIGNAL PROCESSING SYSTEMS

Patent #:	NONE	Issue Dt:		Application #:	14075166	Filing Dt:	11/08/2013
Publication #:	US20150095017	Pub Dt:	04/02/2015
Title:	SYSTEM AND METHOD FOR LEARNING WORD EMBEDDINGS USING NEURAL LANGUAGE MODELS

Patent #:	9679258	Issue Dt:	06/13/2017	Application #:	14097862	Filing Dt:	12/05/2013
Publication #:	US20150100530	Pub Dt:	04/09/2015
Title:	METHODS AND APPARATUS FOR REINFORCEMENT LEARNING

Patent #:	8971669	Issue Dt:	03/03/2015	Application #:	14155434	Filing Dt:	01/15/2014
Publication #:	US20140185959	Pub Dt:	07/03/2014
Title:	Method and Apparatus for Image Processing

Patent #:	10223617	Issue Dt:	03/05/2019	Application #:	14731348	Filing Dt:	06/04/2015
Title:	IMAGE PROCESSING WITH RECURRENT ATTENTION

Patent #:	10438114	Issue Dt:	10/08/2019	Application #:	14821463	Filing Dt:	08/07/2015
Title:	RECOMMENDING CONTENT USING NEURAL NETWORKS

Patent #:	10445653	Issue Dt:	10/15/2019	Application #:	14821549	Filing Dt:	08/07/2015
Title:	EVALUATING REINFORCEMENT LEARNING POLICIES

Patent #:	10650302	Issue Dt:	05/12/2020	Application #:	14885086	Filing Dt:	10/16/2015
Publication #:	US20160117586	Pub Dt:	04/28/2016
Title:	AUGMENTING NEURAL NETWORKS WITH EXTERNAL MEMORY

Patent #:	10691997	Issue Dt:	06/23/2020	Application #:	14977201	Filing Dt:	12/21/2015
Publication #:	US20160189027	Pub Dt:	06/30/2016
Title:	AUGMENTING NEURAL NETWORKS TO GENERATE ADDITIONAL OUTPUTS

Patent #:	11080587	Issue Dt:	08/03/2021	Application #:	15016160	Filing Dt:	02/04/2016
Publication #:	US20160232440	Pub Dt:	08/11/2016
Title:	RECURRENT NEURAL NETWORKS FOR DATA ITEM GENERATION

Patent #:	10445641	Issue Dt:	10/15/2019	Application #:	15016173	Filing Dt:	02/04/2016
Publication #:	US20160232445	Pub Dt:	08/11/2016
Title:	DISTRIBUTED TRAINING OF REINFORCEMENT LEARNING SYSTEMS

Patent #:	10628733	Issue Dt:	04/21/2020	Application #:	15091840	Filing Dt:	04/06/2016
Publication #:	US20160292568	Pub Dt:	10/06/2016
Title:	SELECTING REINFORCEMENT LEARNING ACTIONS USING GOALS AND OBSERVATIONS

Patent #:	10410119	Issue Dt:	09/10/2019	Application #:	15172068	Filing Dt:	06/02/2016
Publication #:	US20160358071	Pub Dt:	12/08/2016
Title:	AUGMENTED RECURRENT NEURAL NETWORK WITH EXTERNAL MEMORY

Patent #:	10628735	Issue Dt:	04/21/2020	Application #:	15172074	Filing Dt:	06/02/2016
Publication #:	US20160358072	Pub Dt:	12/08/2016
Title:	READING COMPREHENSION NEURAL NETWORKS

Patent #:	10762421	Issue Dt:	09/01/2020	Application #:	15174020	Filing Dt:	06/06/2016
Publication #:	US20160358073	Pub Dt:	12/08/2016
Title:	WHITENED NEURAL NETWORK LAYERS

Patent #:	10032089	Issue Dt:	07/24/2018	Application #:	15174133	Filing Dt:	06/06/2016
Publication #:	US20160358038	Pub Dt:	12/08/2016
Title:	SPATIAL TRANSFORMER MODULES

Patent #:	10482373	Issue Dt:	11/19/2019	Application #:	15174806	Filing Dt:	06/06/2016
Title:	GRID LONG SHORT-TERM MEMORY NEURAL NETWORKS

Patent #:	10776692	Issue Dt:	09/15/2020	Application #:	15217758	Filing Dt:	07/22/2016
Publication #:	US20170024643	Pub Dt:	01/26/2017
Title:	CONTINUOUS CONTROL WITH DEEP REINFORCEMENT LEARNING

Patent #:	10733504	Issue Dt:	08/04/2020	Application #:	15261579	Filing Dt:	09/09/2016
Publication #:	US20170076201	Pub Dt:	03/16/2017
Title:	TRAINING REINFORCEMENT LEARNING NEURAL NETWORKS

Patent #:	NONE	Issue Dt:		Application #:	15280711	Filing Dt:	09/29/2016
Publication #:	US20180032863	Pub Dt:	02/01/2018
Title:	TRAINING A POLICY NEURAL NETWORK AND A VALUE NEURAL NETWORK

Patent #:	10867242	Issue Dt:	12/15/2020	Application #:	15280784	Filing Dt:	09/29/2016
Publication #:	US20180032864	Pub Dt:	02/01/2018
Title:	SELECTING ACTIONS TO BE PERFORMED BY A REINFORCEMENT LEARNING AGENT USING TREE SEARCH

Patent #:	11062206	Issue Dt:	07/13/2021	Application #:	15349666	Filing Dt:	11/11/2016
Publication #:	US20170140268	Pub Dt:	05/18/2017
Title:	TRAINING NEURAL NETWORKS USING NORMALIZED TARGET OUTPUTS

Patent #:	10650310	Issue Dt:	05/12/2020	Application #:	15349894	Filing Dt:	11/11/2016
Publication #:	US20170140269	Pub Dt:	05/18/2017
Title:	TRAINING NEURAL NETWORKS USING A PRIORITIZED EXPERIENCE MEMORY

Patent #:	10572798	Issue Dt:	02/25/2020	Application #:	15349900	Filing Dt:	11/11/2016
Publication #:	US20170140266	Pub Dt:	05/18/2017
Title:	DUELING DEEP NEURAL NETWORKS

Patent #:	10936946	Issue Dt:	03/02/2021	Application #:	15349950	Filing Dt:	11/11/2016
Publication #:	US20170140270	Pub Dt:	05/18/2017
Title:	ASYNCHRONOUS DEEP REINFORCEMENT LEARNING

Patent #:	10635974	Issue Dt:	04/28/2020	Application #:	15349966	Filing Dt:	11/11/2016
Publication #:	US20170140271	Pub Dt:	05/18/2017
Title:	NEURAL PROGRAMMING

Patent #:	10699187	Issue Dt:	06/30/2020	Application #:	15367094	Filing Dt:	12/01/2016
Publication #:	US20170154261	Pub Dt:	06/01/2017
Title:	SELECTING ACTION SLATES USING REINFORCEMENT LEARNING

Patent #:	10832134	Issue Dt:	11/10/2020	Application #:	15374974	Filing Dt:	12/09/2016
Publication #:	US20170169332	Pub Dt:	06/15/2017
Title:	AUGMENTING NEURAL NETWORKS WITH EXTERNAL MEMORY

Patent #:	10885432	Issue Dt:	01/05/2021	Application #:	15382383	Filing Dt:	12/16/2016
Title:	SELECTING ACTIONS FROM LARGE DISCRETE ACTION SETS USING REINFORCEMENT LEARNING

Patent #:	11010663	Issue Dt:	05/18/2021	Application #:	15395553	Filing Dt:	12/30/2016
Publication #:	US20170228642	Pub Dt:	08/10/2017
Title:	ASSOCIATIVE LONG SHORT-TERM MEMORY NEURAL NETWORK LAYERS

Patent #:	10885426	Issue Dt:	01/05/2021	Application #:	15396289	Filing Dt:	12/30/2016
Publication #:	US20170228637	Pub Dt:	08/10/2017
Title:	Augmenting Neural Networks with External Memory

Patent #:	10949734	Issue Dt:	03/16/2021	Application #:	15396319	Filing Dt:	12/30/2016
Publication #:	US20170337464	Pub Dt:	11/23/2017
Title:	PROGRESSIVE NEURAL NETWORKS

Patent #:	11080594	Issue Dt:	08/03/2021	Application #:	15396331	Filing Dt:	12/30/2016
Publication #:	US20170323201	Pub Dt:	11/09/2017
Title:	AUGMENTING NEURAL NETWORKS WITH EXTERNAL MEMORY USING REINFORCEMENT LEARNING

Patent #:	10432953	Issue Dt:	10/01/2019	Application #:	15396332	Filing Dt:	12/30/2016
Publication #:	US20170230675	Pub Dt:	08/10/2017
Title:	COMPRESSING IMAGES USING NEURAL NETWORKS

Patent #:	11151443	Issue Dt:	10/19/2021	Application #:	15424685	Filing Dt:	02/03/2017
Publication #:	US20170228638	Pub Dt:	08/10/2017
Title:	AUGMENTING NEURAL NETWORKS WITH SPARSELY-ACCESSED EXTERNAL MEMORY

Patent #:	10176424	Issue Dt:	01/08/2019	Application #:	15424708	Filing Dt:	02/03/2017
Publication #:	US20170228633	Pub Dt:	08/10/2017
Title:	GENERATIVE NEURAL NETWORKS

Patent #:	11062229	Issue Dt:	07/13/2021	Application #:	15438436	Filing Dt:	02/21/2017
Title:	TRAINING LATENT VARIABLE MACHINE LEARNING MODELS USING MULTI-SAMPLE OBJECTIVES

Patent #:	11210585	Issue Dt:	12/28/2021	Application #:	15594228	Filing Dt:	05/12/2017
Title:	SELECTING REINFORCEMENT LEARNING ACTIONS USING A LOW-LEVEL CONTROLLER

Patent #:	10373055	Issue Dt:	08/06/2019	Application #:	15600696	Filing Dt:	05/19/2017
Title:	TRAINING VARIATIONAL AUTOENCODERS TO GENERATE DISENTANGLED LATENT FACTORS

Patent #:	11049008	Issue Dt:	06/29/2021	Application #:	15619393	Filing Dt:	06/09/2017
Publication #:	US20170278018	Pub Dt:	09/28/2017
Title:	REINFORCEMENT LEARNING USING TARGET NEURAL NETWORKS

Patent #:	11080591	Issue Dt:	08/03/2021	Application #:	15697407	Filing Dt:	09/06/2017
Publication #:	US20180075343	Pub Dt:	03/15/2018
Title:	PROCESSING SEQUENCES USING CONVOLUTIONAL NEURAL NETWORKS

Assignor

GOOGLE INC.

Exec Dt:

09/21/2017

Assignee

DEEPMIND TECHNOLOGIES LIMITED

5 NEW STREET SQUARE

LONDON, UNITED KINGDOM EC4A 3TW

Correspondence name and address
	MICHAEL PORTNOV
	P.O.BOX 1022
	FISH & RICHARDSON P.C.
	MINNEAPOLIS, MN 55440-1022

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