Spatial and temporal attention-based deep reinforcement learning of hierarchical lane-change policies for controlling an autonomous vehicle

P Palanisamy, UP Mudalige, Y Chen… - US Patent …, 2021 - Google Patents
Systems and methods are provided that employ spatial and temporal attention-based deep
reinforcement learning of hierarchical lane-change policies for controlling an autono mous …

System and method for proximate vehicle intention prediction for autonomous vehicles

Z Yan, M Wang, LIU Siyuan, X Hou - US Patent 11,104,334, 2021 - Google Patents
A system and method for proximate vehicle intention prediction for autonomous vehicles are
disclosed. A particular embodiment is configured to: receive perception data associated with …

Method for using lateral motion to optimize trajectories for autonomous vehicles

ML Phillips, DMA Bradley, U Eren, C Liu, D Jia… - US Patent …, 2022 - Google Patents
The present disclosure is directed generating candidate trajectories and selecting one of
them to be implemented. In particular, a computing system can obtain an initial travel path …

Motion prediction based on appearance

V Karasev, T Lee, JWV Philbin, S Tariq… - US Patent …, 2021 - Google Patents
Techniques for determining and/or predicting a trajectory of an object by using the
appearance of the object, as captured in an image, are discussed herein. Image data …

Methods and systems for topological planning in autonomous driving

N Seegmiller, C Cunningham, RB Hukkeri… - US Patent …, 2023 - Google Patents
Abstract Systems and methods of maneuvering an autonomous vehicle in a local region
using topological planning, while traversing a route to a destination location, are disclosed …

Planning autonomous motion

A Censi, E Frazzoli, HH Chang, K Slutskyy… - US Patent …, 2022 - Google Patents
US11392120B2 - Planning autonomous motion - Google Patents US11392120B2 - Planning
autonomous motion - Google Patents Planning autonomous motion Download PDF Info …

Method and system for adaptively controlling object spacing

DM Graves, K Rezaee - US Patent 11,511,745, 2022 - Google Patents
A method or system for adaptive vehicle spacing, including determining a current state of a
vehicle based on sensor data captured by sensors of the vehicle; for each possible action in …

Using a lane-structured dynamic environment for rule-based automated control

DR Cheriton - US Patent 11,630,679, 2023 - Google Patents
B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR
DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID …

Autonomous target following method and device

H Yu, Y Yang - US Patent 11,340,610, 2022 - Google Patents
Abstract Systems and methods are provided for autonomous target following. An exemplary
method may comprise: receiving environmental measurements collected by one or more …

Planning autonomous motion

A Censi, E Frazzoli, HH Chang, K Slutskyy… - US Patent …, 2022 - Google Patents
US11378955B2 - Planning autonomous motion - Google Patents US11378955B2 - Planning
autonomous motion - Google Patents Planning autonomous motion Download PDF Info …