Robert J. Moss

22 papers A* 1Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Crux.jl: Deep Reinforcement Learning in Julia.
J. Open Source Softw.
Robert J. Moss, Anthony Corso, Mykel J. Kochenderfer
2025 J jnl
Aircraft Collision Avoidance Systems: Technological Challenges and Solutions on the Path to Regulatory Acceptance.
CoRR
Sydney M. Katz, Robert J. Moss, Dylan M. Asmar, Wesley A. Olson, James K. Kuchar, Mykel J. Kochenderfer
2025 — conf
Computational Modeling of Non-Visual Vibrotactile Touchscreen Exploration.
CHI Extended Abstracts
Saehui Hwang, Robert J. Moss, Danyang Fan, Sean Follmer
2025 J jnl
On Technique Identification and Threat-Actor Attribution using LLMs and Embedding Models.
CoRR
Kyla Guru, Robert J. Moss, Mykel J. Kochenderfer
2024 J jnl
Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems.
J. Aerosp. Inf. Syst.
Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois
2024 J jnl
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations.
RLJ
Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer
2024 A* conf
ConstrainedZero: Chance-Constrained POMDP Planning Using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints.
IJCAI
Robert J. Moss, Arec L. Jamgochian, Johannes Fischer, Anthony Corso, Mykel J. Kochenderfer
2024 J jnl
ConstrainedZero: Chance-Constrained POMDP Planning using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints.
CoRR
Robert J. Moss, Arec L. Jamgochian, Johannes Fischer, Anthony Corso, Mykel J. Kochenderfer
2024 J jnl
Kov: Transferable and Naturalistic Black-Box LLM Attacks using Markov Decision Processes and Tree Search.
CoRR
Robert J. Moss
2024 J jnl
Uncovering heterogeneous effects in computational models for sustainable decision-making.
Environ. Model. Softw.
Mariia Kozlova, Robert J. Moss, Julian Scott Yeomans, Jef Caers
2023 J jnl
Bayesian Safety Validation for Black-Box Systems.
CoRR
Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois
2023 J jnl
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations.
CoRR
Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer
2023 J jnl
Formal and Practical Elements for the Certification of Machine Learning Systems.
CoRR
Jean-Guillaume Durand, Arthur Dubois, Robert J. Moss
2022 — conf
Prioritizing emergency evacuations under compounding levels of uncertainty.
GHTC
Lisa J. Einstein, Robert J. Moss, Mykel J. Kochenderfer
2022 J jnl
Prioritizing emergency evacuations under compounding levels of uncertainty.
CoRR
Lisa J. Einstein, Robert J. Moss, Mykel J. Kochenderfer
2021 J jnl
A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems.
J. Artif. Intell. Res.
Anthony Corso, Robert J. Moss, Mark Koren, Ritchie Lee, Mykel J. Kochenderfer
2021 J jnl
POMDPStressTesting.jl: Adaptive Stress Testing for Black-Box Systems.
J. Open Source Softw.
Robert J. Moss
2020 J jnl
A Survey of Algorithms for Black-Box Safety Validation.
CoRR
Anthony Corso, Robert J. Moss, Mark Koren, Ritchie Lee, Mykel J. Kochenderfer
2020 J jnl
Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems.
CoRR
Robert J. Moss, Ritchie Lee, Nicholas Visser, Joachim Hochwarth, James G. Lopez, Mykel J. Kochenderfer
2020 J jnl
Cross-Entropy Method Variants for Optimization.
CoRR
Robert J. Moss
2019 — conf
A Parallel Simulation Approach to ACAS X Development.
HPEC
Adam Gjersvik, Robert J. Moss
2014 J jnl
A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation.
CoRR
Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Misic, Robert J. Moss