DeepMind Technologies Limited patent applications on February 27th, 2025
Patent Applications by DeepMind Technologies Limited on February 27th, 2025
DeepMind Technologies Limited: 2 patent applications
DeepMind Technologies Limited has applied for patents in the areas of G06N3/044 (2), G06N3/045 (2), G06N3/092 (1), G16B40/20 (1), G06F18/2413 (1) G06N3/092 (1), G16B40/20 (1)
With keywords such as: structure, protein, parameters, computer, values, environment, current, methods, comprises, and generating in patent application abstracts.
Patent Applications by DeepMind Technologies Limited
Inventor(s): Daniel Jarrett of London (GB) for deepmind technologies limited, Corentin Tallec of Paris (FR) for deepmind technologies limited, Florent Altché of Paris (FR) for deepmind technologies limited, Thomas Mesnard of Paris (FR) for deepmind technologies limited, Remi Munos of London (GB) for deepmind technologies limited, Michal Valko of Paris (FR) for deepmind technologies limited
IPC Code(s): G06N3/092, G06N3/044, G06N3/045
CPC Code(s): G06N3/092
Abstract: methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network used to select actions to be performed by an agent interacting with an environment. implementations of the method model unpredictable aspects of the future, using hindsight. they use this information to disentangle inherently unpredictable, aleatoric variation, from epistemic uncertainty that arises from lack of knowledge of the environment. they then use the epistemic uncertainty, which relates to in principle predictable aspects of the environment, as a source of intrinsic reward to drive curiosity, i.e. exploration of the environment by the agent.
Inventor(s): Andrew W. Senior of London (GB) for deepmind technologies limited, James Kirkpatrick of London (GB) for deepmind technologies limited, Laurent Sifre of Paris (FR) for deepmind technologies limited, RIchard Andrew Evans of London (GB) for deepmind technologies limited, Hugo Penedones of Zurich (CH) for deepmind technologies limited, Chongli Qin of London (GB) for deepmind technologies limited, Ruoxi Sun of Mountain View CA (US) for deepmind technologies limited, Karen Simonyan of London (GB) for deepmind technologies limited, John Jumper of London (GB) for deepmind technologies limited
IPC Code(s): G16B40/20, G06F18/2413, G06N3/044, G06N3/045, G06N3/047, G06N3/08, G06N20/00, G16B15/20, G16H10/40
CPC Code(s): G16B40/20
Abstract: methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing protein structure prediction and protein domain segmentation. in one aspect, a method comprises generating a plurality of predicted structures of a protein, wherein generating a predicted structure of the protein comprises: updating initial values of a plurality of structure parameters of the protein, comprising, at each of a plurality of update iterations: determining a gradient of a quality score for the current values of the structure parameters with respect to the current values of the structure parameters; and updating the current values of the structure parameters using the gradient.
DeepMind Technologies Limited patent applications on February 27th, 2025
