Reinforcement learning model training through simulation

SM Kasaragod, S Genc, LP Dirac, B Balaji… - US Patent …, 2023 - Google Patents
A simulation management service receives a request to perform reinforcement learning for a
robotic device. The request can include computer-executable code defining a reinforcement …

Robotics application development architecture

GD Ghare, B Zhu, RS Barga, G Roy… - US Patent …, 2022 - Google Patents
A robotic device management service obtains, from a customer, a first set of parameters of a
robotic device and a second set of parameters for a simulation environment for testing a …

Method and system for interactive imitation learning in video games

AW Juliani, MMA Mattar - US Patent 11,369,879, 2022 - Google Patents
In example embodiments, a method of interactive imitation learning method is disclosed. An
input is received from an input device. The input includes data describing a first set of …

Neural network hardware accelerator data parallelism

N Nez, O Khavin, T Ahmed, J Huthmann… - US Patent App. 18 …, 2023 - Google Patents
2023-04-13 Assigned to EDGECORTIX PTE. LTD. reassignment EDGECORTIX PTE. LTD.
ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors …

Deep reinforcement learning-based techniques for end to end robot navigation

A Faust, HT Chiang, A Francis, M Fiser - US Patent App. 17/275,459, 2021 - Google Patents
US20210325894A1 - Deep reinforcement learning-based techniques for end to end robot
navigation - Google Patents US20210325894A1 - Deep reinforcement learning-based …

Process control using deep learning training model

H Radrich, A Dennis - US Patent 10,875,176, 2020 - Google Patents
Systems, methods, and computer program products for programming a controller to control
process. A training module is trained to provide predicted responses of the process to …

Communication-channel tracking aided by reinforcement learning

P Tsiaflakis - US Patent 11,128,498, 2021 - Google Patents
A digital circuit for implementing a channel-tracking functionality, in which an adaptive (eg,
FIR) filter is updated based on reinforcement learning. In an example embodiment, the …

Removing unnecessary history from reinforcement learning state

G Hadash, B Carmeli, G Kour - US Patent 11,928,556, 2024 - Google Patents
Methods and systems for a reinforcement learning system. A spatial and temporal
representation of an observed state of an environment is encoded. A previous state is …

Online gaming anti-cheat system

J Soryal - US Patent App. 17/854,533, 2024 - Google Patents
US20240001246A1 - Online gaming anti-cheat system - Google Patents US20240001246A1 -
Online gaming anti-cheat system - Google Patents Online gaming anti-cheat system Download …

Systems and methods for knowledge transfer in machine learning

Y Tao, S Genc, T Sun, SM Kasaragod - US Patent 11,620,576, 2023 - Google Patents
2020-06-23 Assigned to AMAZON TECHNOLOGIES, INC. reassignment AMAZON
TECHNOLOGIES, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR …