Human‐Like Interactive Behavior Generation for Autonomous Vehicles: A Bayesian Game‐Theoretic Approach with Turing Test

Y Zhang, P Hang, C Huang, C Lv - Advanced Intelligent …, 2022 - Wiley Online Library
autonomous vehicles and is critical for their intelligence testing. Existing interaction modalities
in autonomous vehicle … , and they barely reflect human-like behaviors in real-world driving …

Social behavior for autonomous vehicles

W Schwarting, A Pierson… - Proceedings of the …, 2019 - National Acad Sciences
… This article proposes a system to measure, quantify, and predict human behavior to better
inform an autonomous system. A game-theoretic formulation models driving as a series of …

Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey

O Sharma, NC Sahoo, NB Puhan - Engineering applications of artificial …, 2021 - Elsevier
… Two types of approaches can be used for safe behavior generation; either generate a set of
… on behavior motion, or, the behavior planner decides on the behavior of a target vehicle; then…

Behavior decision in autonomous vehicles

M Pellkofer, ED Dickmanns - … Vehicle Symposium, 2002. IEEE, 2002 - ieeexplore.ieee.org
… An autonomous vehicle equipped with an active camera head has the … the vehicle for
interacting with the environment. Correspondingly, the upper system level for behavior generation

Adaptive behavior generation for autonomous driving using deep reinforcement learning with compact semantic states

P Wolf, K Kurzer, T Wingert, F Kuhnt… - … Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
… well as a behavior adaptation function, enabling on-line changes of desired behaviors without
re-… The state as well as the reward are extended by a behavior adaptation function and a …

Toward more realistic driving behavior models for autonomous vehicles in driving simulators

T Al-Shihabi, RR Mourant - Transportation Research Record, 2003 - journals.sagepub.com
… an autonomous vehicle’s behavior. Finally, building humanlike driving behavior models
automatically supports the generation … Since the decision making for the autonomous vehicles at …

Generating scenarios with diverse pedestrian behaviors for autonomous vehicle testing

M Priisalu, A Pirinen, C Paduraru… - … on Robot Learning, 2022 - proceedings.mlr.press
… The focus of this work is to show that collision avoiding pedestrian behavior models can be
successfully used in autonomous AV test case generation given enough constraints on the …

Socially-compatible behavior design of autonomous vehicles with verification on real human data

L Wang, L Sun, M Tomizuka… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
… and 2) how we should quantify them and integrate them into the behavior generation
social behaviors of humans via imitation learning or model-based behavior generation [3]–[6…

Adaptive generation of challenging scenarios for testing and evaluation of autonomous vehicles

GE Mullins, PG Stankiewicz, RC Hawthorne… - Journal of Systems and …, 2018 - Elsevier
… These systems can exhibit a variety of performance modes, which we define as discrete
types of behaviors that can can be derived from observable metrics of the mission. For example, …

Automated generation of diverse and challenging scenarios for test and evaluation of autonomous vehicles

GE Mullins, PG Stankiewicz… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
… decision engine to determine which behavior the autonomous system is executing. Instead,
we must use externally observable states and infer changes in behavior from changes in the …