Intention-aware decision making in urban lane change scenario for autonomous driving

W Song, B Su, G Xiong, S Li - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
… In this paper, we focus on behavioral decision making in lane driving scenario. The typical
… , POMDP is used to model general decisionmaking process for autonomous driving and …

Decision making for autonomous driving considering interaction and uncertain prediction of surrounding vehicles

C Hubmann, M Becker, D Althoff… - … intelligent vehicles …, 2017 - ieeexplore.ieee.org
… 2: A typical urban intersection with the autonomous car N0 driving on path r0 and one … is
the presentation of an online capable POMDP framework for autonomous driving under various …

Human-like decision-making for automated driving in highways

DS González, M Garzón, JS Dibangoye… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
… this work, we present a decision-making system for automated vehicles driving in highway
Situation-aware decision making for autonomous driving on urban road using online POMDP

Context and intention aware planning for urban driving

M Meghjani, Y Luo, QH Ho, P Cai… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
… a novel autonomous driving system which uses the road … parallel POMDP planning [21] to
drive an autonomous vehicle … system interacts with multiple vehicles on urban roads, in which …

Efficient uncertainty-aware decision-making for automated driving using guided branching

L Zhang, W Ding, J Chen, S Shen - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
… We evaluate the two methods using two benchmark tracks, ie, Double Merge and Ring. …
Situation-aware decision making for autonomous driving on urban road using online pomdp,…

Improving automated driving through POMDP planning with human internal states

Z Sunberg, MJ Kochenderfer - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
… observable Markov decision process (POMDP) planning with human driver … in autonomous
freeway driving. We evaluate this hypothesis in a simulated scenario where an autonomous

Analyzing factors influencing situation awareness in autonomous vehicles—A survey

HA Ignatious, H El-Sayed, MA Khan, BM Mokhtar - Sensors, 2023 - mdpi.com
… Robust automated driving in urban contexts, on the other … of an online Partially Observable
Markov Decision Process (… [168] uses a partial observable decision-making process (POMDP) …

Predictive trajectory planning in situations with hidden road users using partially observable markov decision processes

P Schörner, L Töttel, J Doll… - … IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
… to anticipate potential hidden traffic participants in occluded areas in the decision making
Situation-aware decision making for autonomous driving on urban road using online pomdp,…

Risk-aware autonomous driving using POMDPs and responsibility-sensitive safety

C Skoglund - 2021 - diva-portal.org
decision making framework. The system that integrates the dynamics of an autonomous vehicle
… modelled as a Partially Observable Markov Decision Process (POMDP). A risk measure …

Interactive planning for autonomous urban driving in adversarial scenarios

Y Luo, M Meghjani, QH Ho, D Hsu… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
… We consider multiple exo-vehicles and use road contextual information for both driver
Situation-aware decision making for autonomous driving on urban road using online POMDP. In …