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ORCIDRobert J. Moss
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2020 – today
- 2024
[j5]Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer:
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations. RLJ 1: 158-181 (2024)- [j4]Mariia Kozlova
, Robert J. Moss, Julian Scott Yeomans, Jef Caers:
Uncovering heterogeneous effects in computational models for sustainable decision-making. Environ. Model. Softw. 171: 105898 (2024) - [j3]Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois:
Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems. J. Aerosp. Inf. Syst. 21(7): 533-546 (2024) - [c3]Robert J. Moss, Arec L. Jamgochian, Johannes Fischer, Anthony Corso, Mykel J. Kochenderfer:
ConstrainedZero: Chance-Constrained POMDP Planning Using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints. IJCAI 2024: 6752-6760 - [i10]Robert J. Moss, Arec L. Jamgochian, Johannes Fischer, Anthony Corso, Mykel J. Kochenderfer:
ConstrainedZero: Chance-Constrained POMDP Planning using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints. CoRR abs/2405.00644 (2024) - [i9]Robert J. Moss:
Kov: Transferable and Naturalistic Black-Box LLM Attacks using Markov Decision Processes and Tree Search. CoRR abs/2408.08899 (2024) - 2023
- [i8]Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois:
Bayesian Safety Validation for Black-Box Systems. CoRR abs/2305.02449 (2023) - [i7]Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer:
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations. CoRR abs/2306.00249 (2023) - [i6]Jean-Guillaume Durand, Arthur Dubois, Robert J. Moss:
Formal and Practical Elements for the Certification of Machine Learning Systems. CoRR abs/2310.03217 (2023) - 2022
- [c2]Lisa J. Einstein, Robert J. Moss, Mykel J. Kochenderfer:
Prioritizing emergency evacuations under compounding levels of uncertainty. GHTC 2022: 265-272 - [i5]Lisa J. Einstein, Robert J. Moss, Mykel J. Kochenderfer:
Prioritizing emergency evacuations under compounding levels of uncertainty. CoRR abs/2210.08975 (2022) - 2021
- [j2]Anthony Corso, Robert J. Moss, Mark Koren, Ritchie Lee, Mykel J. Kochenderfer:
A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems. J. Artif. Intell. Res. 72: 377-428 (2021) - [j1]Robert J. Moss:
POMDPStressTesting.jl: Adaptive Stress Testing for Black-Box Systems. J. Open Source Softw. 6(60): 2749 (2021) - 2020
- [i4]Anthony Corso, Robert J. Moss, Mark Koren, Ritchie Lee, Mykel J. Kochenderfer:
A Survey of Algorithms for Black-Box Safety Validation. CoRR abs/2005.02979 (2020) - [i3]Robert J. Moss:
Cross-Entropy Method Variants for Optimization. CoRR abs/2009.09043 (2020) - [i2]Robert J. Moss, Ritchie Lee, Nicholas Visser, Joachim Hochwarth, James G. Lopez, Mykel J. Kochenderfer:
Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems. CoRR abs/2011.02559 (2020)
2010 – 2019
- 2019
- [c1]Adam Gjersvik, Robert J. Moss:
A Parallel Simulation Approach to ACAS X Development. HPEC 2019: 1-6 - 2014
- [i1]Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Misic, Robert J. Moss:
A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation. CoRR abs/1405.5498 (2014)
Coauthor Index
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last updated on 2024-11-25 23:44 CET by the dblp team
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