Anthony Corso - RankMe

38 papers A* 6Journal 25Unranked 7

Year	Rank	Type	Title / 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`	Conditional Deep Generative Models for Belief State Planning. CoRR Antoine Bigeard, Anthony Corso, Mykel J. Kochenderfer
2025	J	`jnl`	Managing Geological Uncertainty in Critical Mineral Supply Chains: A POMDP Approach with Application to U.S. Lithium Resources. CoRR Mansur M. Arief, Yasmine Alonso, CJ Oshiro, William Xu, Anthony Corso, David Zhen Yin, Jef Karel Caers, Mykel J. Kochenderfer
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`	Constrained Hierarchical Monte Carlo Belief-State Planning. ICRA Arec L. Jamgochian, Hugo Buurmeijer, Kyle Hollins Wray, Anthony Corso, 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`	Diffusion-Based Failure Sampling for Cyber-Physical Systems. CoRR Harrison Delecki, Marc R. Schlichting, Mansur M. Arief, Anthony Corso, Marcell Vazquez-Chanlatte, Mykel J. Kochenderfer
2024	—	`conf`	Human vs. Machine: Behavioral Differences between Expert Humans and Language Models in Wargame Simulations. AIES (1) Max Lamparth, Anthony Corso, Jacob Ganz, Oriana Skylar Mastro, Jacquelyn Schneider, Harold Trinkunas
2024	J	`jnl`	Human vs. Machine: Language Models and Wargames. CoRR Max Lamparth, Anthony Corso, Jacob Ganz, Oriana Skylar Mastro, Jacquelyn Schneider, Harold Trinkunas
2024	J	`jnl`	Intelligent prospector v2.0: exploration drill planning under epistemic model uncertainty. CoRR John Mern, Anthony Corso, Damian Burch, Kurt House, Jef Caers
2023	J	`jnl`	A Holistic Assessment of the Reliability of Machine Learning Systems. CoRR Anthony Corso, David Karamadian, Romeo Valentin, Mary Cooper, Mykel J. Kochenderfer
2023	A*	`conf`	AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator. NeurIPS Elysia Q. Smyers, Sydney M. Katz, Anthony Corso, Mykel J. Kochenderfer
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`	Constrained Hierarchical Monte Carlo Belief-State Planning. CoRR Arec L. Jamgochian, Hugo Buurmeijer, Kyle Hollins Wray, Anthony Corso, Mykel J. Kochenderfer
2023	—	`conf`	Leveraging Compositional Methods for Modeling and Verification of an Autonomous Taxi System. ICAA Alessandro Pinto, Anthony Corso, Edward Schmerling
2023	J	`jnl`	Leveraging Compositional Methods for Modeling and Verification of an Autonomous Taxi System. CoRR Alessandro Pinto, Anthony Corso, Edward Schmerling
2023	—	`conf`	Model-based Validation as Probabilistic Inference. L4DC Harrison Delecki, Anthony Corso, Mykel J. Kochenderfer
2023	J	`jnl`	Model-based Validation as Probabilistic Inference. CoRR Harrison Delecki, Anthony Corso, Mykel J. Kochenderfer
2023	A*	`conf`	Online Planning for Constrained POMDPs with Continuous Spaces through Dual Ascent. ICAPS Arec L. Jamgochian, Anthony Corso, Mykel J. Kochenderfer
2023	J	`jnl`	Reflections from the Workshop on AI-Assisted Decision Making for Conservation. CoRR Lily Xu, Esther Rolf, Sara Beery, Joseph R. Bennett, Tanya Y. Berger-Wolf, Tanya Birch, Elizabeth Bondi-Kelly, Justin Brashares, Melissa S. Chapman, Anthony Corso, Andrew Davies, Nikhil Garg, Angela Gaylard, Robert Heilmayr, Hannah Kerner, Konstantin Klemmer, Vipin Kumar, Lester Mackey, Claire Monteleoni, Paul Moorcroft, Jonathan Palmer, Andrew Perrault, David Thau, Milind Tambe
2022	J	`jnl`	A Deep Reinforcement Learning Approach to Rare Event Estimation. CoRR Anthony Corso, Kyu-Young Kim, Shubh Gupta, Grace Gao, Mykel J. Kochenderfer
2022	J	`jnl`	A POMDP Model for Safe Geological Carbon Sequestration. CoRR Anthony Corso, Yizheng Wang, Markus Zechner, Jef Caers, Mykel J. Kochenderfer
2022	J	`jnl`	Online Planning for Constrained POMDPs with Continuous Spaces through Dual Ascent. CoRR Arec L. Jamgochian, Anthony Corso, Mykel J. Kochenderfer
2022	A*	`conf`	Risk-Driven Design of Perception Systems. NeurIPS Anthony Corso, Sydney M. Katz, Craig Innes, Xin Du, Subramanian Ramamoorthy, Mykel J. Kochenderfer
2022	—	`conf`	Using Adaptive Stress Testing to Identify Paths to Ethical Dilemmas in Autonomous Systems. SafeAI@AAAI Ann-Katrin Reuel, Mark Koren, Anthony Corso, Mykel J. Kochenderfer
2022	J	`jnl`	Verifying Inverse Model Neural Networks. CoRR Chelsea Sidrane, Sydney M. Katz, Anthony Corso, 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	A*	`conf`	Transfer Learning for Efficient Iterative Safety Validation. AAAI Anthony Corso, Mykel J. Kochenderfer
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	—	`conf`	Interpretable Safety Validation for Autonomous Vehicles. ITSC Anthony Corso, Mykel J. Kochenderfer
2020	J	`jnl`	Interpretable Safety Validation for Autonomous Vehicles. CoRR Anthony Corso, Mykel J. Kochenderfer
2020	—	`conf`	Scalable Autonomous Vehicle Safety Validation through Dynamic Programming and Scene Decomposition. ITSC Anthony Corso, Ritchie Lee, Mykel J. Kochenderfer
2020	J	`jnl`	Scalable Autonomous Vehicle Safety Validation through Dynamic Programming and Scene Decomposition. CoRR Anthony Corso, Ritchie Lee, Mykel J. Kochenderfer
2020	J	`jnl`	The Adaptive Stress Testing Formulation. CoRR Mark Koren, Anthony Corso, Mykel J. Kochenderfer
2020	J	`jnl`	Transfer Learning for Efficient Iterative Safety Validation. CoRR Anthony Corso, Mykel J. Kochenderfer
2019	—	`conf`	Adaptive Stress Testing with Reward Augmentation for Autonomous Vehicle Validatio. ITSC Anthony Corso, Peter Du, Katherine Rose Driggs-Campbell, Mykel J. Kochenderfer
2019	J	`jnl`	Adaptive Stress Testing with Reward Augmentation for Autonomous Vehicle Validation. CoRR Anthony Corso, Peter Du, Katherine Rose Driggs-Campbell, Mykel J. Kochenderfer