2023
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Invention
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Multi-task neural networks with task-specific paths.
Methods, systems, and apparatus, including ... |
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Invention
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Augmenting attention-based neural networks to selectively attend to past inputs.
Methods, system... |
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Invention
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Action classification in video clips using attention-based neural networks.
Methods, systems, an... |
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Invention
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Training policy neural networks in simulation using scene synthesis machine learning models. Meth... |
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Invention
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Data-efficient reinforcement learning with adaptive return computation schemes. Methods, systems,... |
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Invention
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Controlling industrial facilities using hierarchical reinforcement learning. Methods, systems, an... |
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Invention
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Recurrent neural networks for data item generation.
Methods, and systems, including computer pro... |
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Invention
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Controlling agents using ambiguity-sensitive neural networks and risk-sensitive neural networks. ... |
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Invention
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Selection-inference neural network systems. Methods, systems, and apparatus, including computer p... |
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Invention
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Determining failure cases in trained neural networks using generative neural networks. Methods, s... |
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Invention
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Finding a stationary point of a loss function by an iterative algorithm using a variable learning... |
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Invention
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Automated discovery of agents in systems. Methods, systems, and apparatus, including computer pro... |
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G/S
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Downloadable computer chatbot software for simulating conversations; Downloadable chatbot softwar... |
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Invention
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Controlling agents using auxiliary prediction neural networks that generate state value estimates... |
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Invention
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Optimizing algorithms for target processors using representation neural networks. Methods, system... |
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Invention
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Data-efficient reinforcement learning for continuous control tasks.
Methods, systems, and appara... |
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Invention
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Model-free reinforcement learning with regularized nash dynamics. Methods, systems, and apparatus... |
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Invention
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Simulating industrial facilities for control. Methods, systems, and apparatus, including computer... |
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Invention
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Action abstraction controller for fully actuated robotic manipulators. Methods, systems, and appa... |
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Invention
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Simulating physical environments with discontinuous dynamics using graph neural networks. This sp... |
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Invention
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Training camera policy neural networks through self prediction. Methods, systems, and apparatus, ... |
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Invention
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Jointly learning exploratory and non-exploratory action selection policies.
Methods, systems, an... |
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Invention
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Data-driven robot control.
Methods, systems, and apparatus, including computer programs encoded ... |
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Invention
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Hierarchical reinforcement learning at scale. The invention describes a system and a method for c... |
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Invention
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Reinforcement learning to explore environments using meta policies. The invention describes the m... |
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Invention
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Simulating physical environments using fine-resolution and coarse-resolution meshes. 47 ABSTRACT ... |
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Invention
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Training a speaker neural network using one or more listener neural networks.
Methods, systems, ... |
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Invention
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Machine learning systems with counterfactual interventions. Systems, methods, and computer progra... |
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Invention
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Large-scale retrieval augmented reinforcement learning. Methods, systems, and apparatus, includin... |
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Invention
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Contrastive learning using positive pseudo labels. Methods, systems, and apparatus, including com... |
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Invention
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Exploration by bootstepped prediction. An iterative method is proposed to train an action selecti... |
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Invention
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Graph neural network systems for generating structured representations of objects.
There is desc... |
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G/S
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Promoting collaboration within the scientific and research communities to achieve advances in the... |
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Invention
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Distributional reinforcement learning for continuous control tasks.
Methods, systems, and appara... |
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Invention
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Training machine learning models by determining update rules using neural networks.
Methods, sys... |
2022
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G/S
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Computer software, namely, downloadable software for implementing a computer programming language... |
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G/S
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Computer software, namely, software for implementing a computer programming language, and compute... |
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Invention
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Attention neural networks with short-term memory units.
A system for controlling an agent intera... |
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Invention
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Determining principal components using multi-agent interaction.
Methods, systems, and apparatus,... |
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Invention
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Jointly updating agent control policies using estimated best responses to current control policie... |
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Invention
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Controlling agents using state associative learning for long-term credit assignment.
A computer-... |
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Invention
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Rendering new images of scenes using geometry-aware neural networks conditioned on latent variabl... |
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Invention
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Predicting complete protein representations from masked protein representations.
Methods, system... |
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Invention
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Predicting exchange-correlation energies of atomic systems using neural networks.
Methods, compu... |
2021
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Invention
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Solving mixed integer programs using neural networks.
Methods, systems, and apparatus, including... |
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Invention
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Selecting reinforcement learning actions using a low-level controller. Methods, systems, and appa... |
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Invention
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Predicting protein structures using protein graphs.
Methods, systems, and apparatus, including c... |
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Invention
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Predicting protein structures over multiple iterations using recycling.
Methods, systems, and ap... |
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Invention
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Predicting protein structures using auxiliary folding networks.
Methods, systems, and apparatus,... |
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Invention
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Vocabulary selection for text processing tasks using power indices.
Methods, systems, and appara... |
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Invention
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Neural networks implementing attention over object embeddings for object-centric visual reasoning... |
2020
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Invention
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Selecting actions from large discrete action sets using reinforcement learning. Methods, systems,... |
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Invention
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Learning abstractions using patterns of activations of a neural network hidden layer. We describe... |
2019
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G/S
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Downloadable or recorded artificial intelligence software for use in relation to a virtual space,... |
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G/S
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Artificial intelligence software; laboratory apparatus for testing and analysing computer game so... |
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G/S
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Computer software for use in relation to artificial intelligence, machine learning, deep learning... |
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G/S
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Downloadable or recorded artificial intelligence software for operating computers, playing video ... |
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G/S
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Artificial intelligence apparatus, devices and instruments; robots with artificial intelligence; ... |
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Invention
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Reinforcement learning with scheduled auxiliary control. Methods, systems, and apparatus, includi... |
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G/S
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Robots, namely, unmanned robots being cargo handling machines, unmanned industrial robots for con... |
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G/S
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Robots [machines]; transportation robots; service robots; robots for domestic or personal use; fi... |
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G/S
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Industrial robots Scientific, nautical, surveying, photographic, cinematographic, optical, weighi... |
2018
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G/S
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Machines, namely, industrial robots, tactical robots, teaching robots, humanoid robots with artif... |
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G/S
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Scientific, nautical, surveying, photographic, cinematographic, optical, weighing, measuring, sig... |
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G/S
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Pharmaceuticals, medical and veterinary preparations, namely, pharmaceutical preparations for use... |
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G/S
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Pharmaceuticals, medical and veterinary preparations; sanitary preparations for medical purposes;... |
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G/S
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Pharmaceutical, medical and veterinary preparations, namely, pharmaceutical preparations for use ... |
2017
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G/S
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Apparatus for recording, transmission or reproduction of sound or images for use in the fields of... |
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G/S
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Apparatus for recording, transmission or reproduction of sound or images; data processing equipme... |
2016
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G/S
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Downloadable computer game programs. Providing online computer games. |
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G/S
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providing online computer games |
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G/S
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Computer software for use in the healthcare field. Medical devices for the prevention, diagnosis ... |
2015
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G/S
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promoting collaboration within the scientific and research communities to achieve advances in the... |