Robert J. Moss

According to our database, Robert J. Moss authored at least 15 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Uncovering heterogeneous effects in computational models for sustainable decision-making.

Mariia Kozlova, Robert J. Moss, Julian Scott Yeomans, Jef Caers

Environ. Model. Softw., January, 2024

Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems.

Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois

J. Aerosp. Inf. Syst., 2024

Kov: Transferable and Naturalistic Black-Box LLM Attacks using Markov Decision Processes and Tree Search.

Robert J. Moss

CoRR, 2024

BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations.

Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer

RLJ, 2024

ConstrainedZero: Chance-Constrained POMDP Planning Using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints.

Robert J. Moss, Arec L. Jamgochian, Johannes Fischer, Anthony Corso, Mykel J. Kochenderfer

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Formal and Practical Elements for the Certification of Machine Learning Systems.

Jean-Guillaume Durand, Arthur Dubois, Robert J. Moss

CoRR, 2023

Bayesian Safety Validation for Black-Box Systems.

Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois

CoRR, 2023

2022

Prioritizing emergency evacuations under compounding levels of uncertainty.

Lisa J. Einstein, Robert J. Moss, Mykel J. Kochenderfer

Proceedings of the IEEE Global Humanitarian Technology Conference, 2022

2021

POMDPStressTesting.jl: Adaptive Stress Testing for Black-Box Systems.

Robert J. Moss

J. Open Source Softw., 2021

A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems.

Anthony Corso, Robert J. Moss, Mark Koren, Ritchie Lee, Mykel J. Kochenderfer

J. Artif. Intell. Res., 2021

2020

Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems.

Robert J. Moss, Ritchie Lee, Nicholas Visser, Joachim Hochwarth, James G. Lopez, Mykel J. Kochenderfer

CoRR, 2020

Cross-Entropy Method Variants for Optimization.

Robert J. Moss

CoRR, 2020

A Survey of Algorithms for Black-Box Safety Validation.

Anthony Corso, Robert J. Moss, Mark Koren, Ritchie Lee, Mykel J. Kochenderfer

CoRR, 2020

2019

A Parallel Simulation Approach to ACAS X Development.

Adam Gjersvik, Robert J. Moss

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2014

A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation.

Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Misic, Robert J. Moss

CoRR, 2014