Safety assurances for human-robot interaction via confidence-aware game-theoretic human models

R Tian, L Sun, A Bajcsy, M Tomizuka… - … on Robotics and …, 2022 - ieeexplore.ieee.org
An outstanding challenge with safety methods for human-robot interaction is reducing their
conservatism while maintaining robustness to variations in human behavior. In this work, we …

Multimodal data-driven robot control for human–robot collaborative assembly

S Liu, L Wang, X Vincent Wang - Journal of …, 2022 - asmedigitalcollection.asme.org
In human–robot collaborative assembly, leveraging multimodal commands for intuitive robot
control remains a challenge from command translation to efficient collaborative operations …

Active uncertainty reduction for human-robot interaction: An implicit dual control approach

H Hu, JF Fisac - International Workshop on the Algorithmic Foundations …, 2022 - Springer
The ability to accurately predict human behavior is central to the safety and efficiency of
robot autonomy in interactive settings. Unfortunately, robots often lack access to key …

Generalized dynamic cognitive hierarchy models for strategic driving behavior

A Sarkar, K Larson, K Czarnecki - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
While there has been an increasing focus on the use of game theoretic models for
autonomous driving, empirical evidence shows that there are still open questions around …

I know you can't see me: Dynamic occlusion-aware safety validation of strategic planners for autonomous vehicles using hypergames

M Kahn, A Sarkar, K Czarnecki - … International Conference on …, 2022 - ieeexplore.ieee.org
A particular challenge for both autonomous and human driving is dealing with risk
associated with dynamic occlusion, ie, occlusion caused by other vehicles in traffic. Based …

[图书][B] Bridging Safety and Learning in Human-Robot Interaction

AV Bajcsy - 2022 - search.proquest.com
From autonomous cars to systems operating in people's homes, robots must interact with
humans. What makes this hard is that human behavior--especially when interacting with …

Empirical Game Theoretic Models for Autonomous Driving: Methods and Applications

A Sarkar - 2022 - uwspace.uwaterloo.ca
In recent years, there has been enormous public interest in autonomous vehicles (AV), with
more than 80 billion dollars invested in self-driving car technology. However, for the …