Nathaniel Hamilton

Orcid: 0000-0002-7147-1964

According to our database1, Nathaniel Hamilton authored at least 16 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Run Time Assurance for Simultaneous Constraint Satisfaction During Spacecraft Attitude Maneuvering.
CoRR, 2024

2023
DEMO: Self-Preserving Genetic Algorithms vs. Safe Reinforcement Learning in Discrete Action Spaces.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Self-Preserving Genetic Algorithms for Safe Learning in Discrete Action Spaces.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

2022
Ablation Study of How Run Time Assurance Impacts the Training and Performance of Reinforcement Learning Agents.
CoRR, 2022

An Empirical Analysis of the Use of Real-Time Reachability for the Safety Assurance of Autonomous Vehicles.
CoRR, 2022

Training Agents to Satisfy Timed and Untimed Signal Temporal Logic Specifications with Reinforcement Learning.
Proceedings of the Software Engineering and Formal Methods - 20th International Conference, 2022

On Using Real-Time Reachability for the Safety Assurance of Machine Learning Controllers.
Proceedings of the IEEE International Conference on Assured Autonomy, 2022

Zero-Shot Policy Transfer in Autonomous Racing: Reinforcement Learning vs Imitation Learning.
Proceedings of the IEEE International Conference on Assured Autonomy, 2022

Reachability Analysis of a General Class of Neural Ordinary Differential Equations.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2022

2021
Robustness Verification of Semantic Segmentation Neural Networks Using Relaxed Reachability.
Proceedings of the Computer Aided Verification - 33rd International Conference, 2021

2020
Case Study: Safety Verification of an Unmanned Underwater Vehicle.
Proceedings of the 2020 IEEE Security and Privacy Workshops, 2020

2019
Reachability Analysis for High-Index Linear Differential Algebraic Equations.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2019

2018
Verification for Machine Learning, Autonomy, and Neural Networks Survey.
CoRR, 2018

Simulation-Based Reachability Analysis for High-Index Large Linear Differential Algebraic Equations.
CoRR, 2018

2017
Dissipation of stop-and-go waves via control of autonomous vehicles: Field experiments.
CoRR, 2017

Controlling for Unsafe Events in Dense Traffic through Autonomous Vehicles: Invited Talk Abstract.
Proceedings of the 1st International Workshop on Safe Control of Connected and Autonomous Vehicles, 2017


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