Reinforcement learning on autonomous vehicles

D Isele, AN Sarvedani, K Fujimura - US Patent 10,990,096, 2021 - Google Patents
The present disclosure generally relates to methods and systems for controlling an
autonomous vehicle. The vehicle may collect scenario information from one or more sensors …

Prediction based on attributes

M Ghafarianzadeh, LM Hansen - US Patent 11,351,991, 2022 - Google Patents
Techniques are discussed for predicting locations of an object based on attributes of the
object and/or attributes of other object (s) proximate to the object. The techniques can predict …

Method and control device for a system for the control of a motor vehicle

T Nattermann, C Wissing, M Schmidt… - US Patent …, 2024 - Google Patents
A method for controlling a motor vehicle (10) traveling on a road (12) in a current lane (14) is
presented. The road (12) has at least one further lane (16) which is adjacent to the current …

Multi-headed recurrent neural network (RNN) for multi-class trajectory predictions

S Abrahams - US Patent 10,814,870, 2020 - Google Patents
Described herein are various technologies that pertain to controlling an AV based upon a
neural-network-generated prediction of a trajectory (eg, one or more future positions) of an …

Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same

R Urtasun, R Liao, S Casas, CC Gulino - US Patent 11,636,307, 2023 - Google Patents
US11636307B2 - Systems and methods for generating motion forecast data for actors with
respect to an autonomous vehicle and training a machine learned model for the same - Google …

Systems and methods for vehicle motion planning based on uncertainty

EL Wilkinson, ML Phillips, DMA Bradley… - US Patent …, 2022 - Google Patents
Systems and methods for vehicle motion planning based on uncertainty are provided. A
method can include obtaining scene data descriptive of one or more objects within a …

Method for assisting a driver, driver assistance system, and vehicle including such driver assistance system

J Eggert, T Puphal, M Probst - US Patent 11,220,261, 2022 - Google Patents
US11220261B2 - Method for assisting a driver, driver assistance system, and vehicle including
such driver assistance system - Google Patents US11220261B2 - Method for assisting a driver …

Methods and systems for predicting dynamic object behavior

A Rasouli, M Rohani - US Patent 12,118,461, 2024 - Google Patents
Methods and systems for predicting behavior of a dynamic object of interest in an
environment of a vehicle are described. Time series feature data are received, representing …

Estimating speed profiles

F Seccamonte, K Slutskyy - US Patent 11,814,046, 2023 - Google Patents
Among other things, we describe techniques for estimating a speed profile for a proposed
trajectory for a vehicle and operating the vehicle along the proposed trajectory according to …

Perpendicular cut-in training

M Haggblade, BI Mattinson - US Patent 11,385,642, 2022 - Google Patents
Techniques relating to training a model for detecting that a vehicle is likely to perform a cut-
in maneuver are described. Computing device (s) can receive log data associated with …