Learning-to-fly: Learning-based collision avoidance for scalable urban air mobility

A Rodionova, YV Pant, K Jang, H Abbas… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
With increasing urban population, there is global interest in Urban Air Mobility (UAM), where
hundreds of autonomous Unmanned Aircraft Systems (UAS) execute missions in the …

A space mapping based 0–1 linear model for onboard conflict resolution of heterogeneous unmanned aerial vehicles

J Yang, X Xu, D Yin, Z Ma… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper addresses the onboard locally centralized conflict resolution problem of
heterogeneous unmanned aerial vehicles (UAVs) with variable headings. First, the …

Learning-'n-flying: A learning-based, decentralized mission-aware UAS collision avoidance scheme

A Rodionova, YV Pant, C Kurtz, K Jang… - ACM Transactions on …, 2021 - dl.acm.org
Urban Air Mobility, the scenario where hundreds of manned and Unmanned Aircraft
Systems (UASs) carry out a wide variety of missions (eg, moving humans and goods within …

Learning-to-Fly RL: Reinforcement Learning-based Collision Avoidance for Scalable Urban Air Mobility

K Jang, YV Pant, A Rodionova… - 2020 AIAA/IEEE 39th …, 2020 - ieeexplore.ieee.org
As hundreds of Unmanned Aircraft System (UAS) operate within urban airspaces,
automated and decentralized UAS traffic management (UTM) will be critical to maintain safe …

Decentralized reservation of spatial volumes by autonomous vehicles: Investigating the applicability of blockchain and smart contracts

R Westerlund - 2020 - diva-portal.org
Background: Due to the rising popularity of autonomous unmanned vehicles, and the lack of
well-defined rules to follow, a solution is needed when the physical space is crowded to a …

Systematic literature review of safety-related challenges for autonomous systems in safety-critical applications

M Ojdanic - 2019 - diva-portal.org
An increased focus on the development of autonomous safety-critical systems requires more
attention at ensuring safety of humans and the environment. The main objective of this thesis …

Robustness of Temporal Logics with Applications to Safe Autonomy

A Rodionova - 2022 - search.proquest.com
Abstract Signal Temporal Logic (STL) is a common way to express a broad range of real-
time constraints that can be imposed on control systems. Spatial robustness of STL …