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Research advances and challenges of autonomous and connected ground vehicles
Autonomous vehicle (AV) technology can provide a safe and convenient transportation
solution for the public, but the complex and various environments in the real world make it …
solution for the public, but the complex and various environments in the real world make it …
Verification and validation methods for decision-making and planning of automated vehicles: A review
Verification and validation (V&V) hold a significant position in the research and development
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …
Advanced planning for autonomous vehicles using reinforcement learning and deep inverse reinforcement learning
Autonomous vehicles promise to improve traffic safety while, at the same time, increase fuel
efficiency and reduce congestion. They represent the main trend in future intelligent …
efficiency and reduce congestion. They represent the main trend in future intelligent …
Game theoretic modeling of driver and vehicle interactions for verification and validation of autonomous vehicle control systems
Autonomous driving has been the subject of incre-ased interest in recent years both in
industry and in academia. Serious efforts are being pursued to address legal, technical, and …
industry and in academia. Serious efforts are being pursued to address legal, technical, and …
A human-like model to understand surrounding vehicles' lane changing intentions for autonomous driving
Autonomous vehicles have to share the road with human-driven ones for a prolonged period
in the near future. Thus, they should have the ability to understand the lane changing …
in the near future. Thus, they should have the ability to understand the lane changing …
Game-theoretic modeling of multi-vehicle interactions at uncontrolled intersections
Motivated by the need for simulation tools for testing, verification and validation of
autonomous driving systems that operate in traffic consisting of both autonomous and …
autonomous driving systems that operate in traffic consisting of both autonomous and …
Autonomous vehicular overtaking maneuver: A survey and taxonomy
Autonomous vehicles (AVs) are the next-generation driver-less vehicular entities with
advanced technologies. Overtaking is an important and challenging maneuver that needs to …
advanced technologies. Overtaking is an important and challenging maneuver that needs to …
Game theoretic modeling of vehicle interactions at unsignalized intersections and application to autonomous vehicle control
In this paper, we discuss a game theoretic approach to model the time-extended, multi-step,
and interactive decision making of vehicles at unsignalized intersections. The vehicle …
and interactive decision making of vehicles at unsignalized intersections. The vehicle …
Learning interaction-aware trajectory predictions for decentralized multi-robot motion planning in dynamic environments
This letter presents a data-driven decentralized trajectory optimization approach for multi-
robot motion planning in dynamic environments. When navigating in a shared space, each …
robot motion planning in dynamic environments. When navigating in a shared space, each …
Modeling cyber-physical human systems via an interplay between reinforcement learning and game theory
Predicting the outcomes of cyber-physical systems with multiple human interactions is a
challenging problem. This article reviews a game theoretical approach to address this issue …
challenging problem. This article reviews a game theoretical approach to address this issue …