Melkior Ornik

Orcid: 0000-0002-8510-8787

According to our database1, Melkior Ornik authored at least 120 papers between 2015 and 2026.

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Bibliography

2026
Resource-Constrained Shortest Path with Polytopic Reset Sets.
CoRR, April, 2026

Live LTL Progress Tracking: Towards Task-Based Exploration.
CoRR, April, 2026

Digital Guardians: The Past and The Future of Cyber-Physical Resilience.
CoRR, April, 2026

Energetic Resilience under Temporal Logic Specifications.
CoRR, April, 2026

Dynamic Regret in Time-varying MDPs with Intermittent Information.
CoRR, April, 2026

Input Matrix Optimization for Desired Reachable Set Warping of Linear Systems.
CoRR, April, 2026

Hierarchical Motion Planning and Control under Unknown Nonlinear Dynamics via Predicted Reachability.
CoRR, April, 2026

GUIDEd Agents: Enhancing Navigation Policies Through Task-Specific Uncertainty Abstraction in Localization-Limited Environments.
IEEE Robotics Autom. Lett., March, 2026

Amortizing Trajectory Diffusion with Keyed Drift Fields.
CoRR, March, 2026

SCoUT: Scalable Communication via Utility-Guided Temporal Grouping in Multi-Agent Reinforcement Learning.
CoRR, March, 2026

Navigating in Uncertain Environments with Heterogeneous Visibility.
CoRR, March, 2026

Approximate energetic resilience of nonlinear systems under partial loss of control authority.
Autom., 2026

2025
Lexicographic Multi-Objective Stochastic Shortest Path with Mixed Max-Sum Costs.
CoRR, December, 2025

Intervention Strategies for Fairness and Efficiency at Autonomous Single-Intersection Traffic Flows.
CoRR, December, 2025

Capacity-Aware Planning and Scheduling in Budget-Constrained Multi-Agent MDPs: A Meta-RL Approach.
IEEE Robotics Autom. Lett., November, 2025

Reachable Predictive Control: A Novel Control Algorithm for Nonlinear Systems with Unknown Dynamics and its Practical Applications.
CoRR, October, 2025

Online Learning of Deceptive Policies under Intermittent Observation.
CoRR, September, 2025

Ignore Drift, Embrace Simplicity: Constrained Nonlinear Control through Driftless Approximation.
CoRR, September, 2025

Belief-Conditioned One-Step Diffusion: Real-Time Trajectory Planning with Just-Enough Sensing.
CoRR, August, 2025

Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art.
ACM Comput. Surv., July, 2025

Enhancing Robot Navigation Policies with Task-Specific Uncertainty Managements.
CoRR, May, 2025

Adaptive Stress Testing Black-Box LLM Planners.
CoRR, May, 2025

Virtual Force-Based Routing of Modular Agents on a Graph.
CoRR, May, 2025

Analysis of the Unscented Transform Controller for Systems with Bounded Nonlinearities.
CoRR, April, 2025

Losing Control of Your Linear Network? Try Resilience Theory.
IEEE Trans. Control. Netw. Syst., March, 2025

The Lazy Student's Dream: ChatGPT Passing an Engineering Course on Its Own.
CoRR, March, 2025

Optimizing agricultural order fulfillment systems: A hybrid tree search approach.
Eng. Appl. Artif. Intell., 2025

Mode-Prefix-Based Control of Switched Linear Systems With Applications to Fault Tolerance.
IEEE Control. Syst. Lett., 2025

TAB-Fields: A Maximum Entropy Framework for Mission-Aware Adversarial Planning.
Proceedings of the 7th Annual Learning for Dynamics & Control Conference, 2025

Motion Planning and Control with Unknown Nonlinear Dynamics through Predicted Reachability.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

TRACE: A Self-Improving Framework for Robot Behavior Forecasting with Vision-Language Models.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Enhancing Robot Navigation Policies with Task-Specific Uncertainty Management.
Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Autonomous Excavation of Challenging Terrain using Oscillatory Primitives and Adaptive Impedance Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2025

Conformal Contraction for Robust Nonlinear Control with Distribution-Free Uncertainty Quantification.
Proceedings of the 64th IEEE Conference on Decision and Control, 2025

Sum-of-Squares Data-driven Robustly Stabilizing and Contracting Controller Synthesis for Polynomial Nonlinear Systems.
Proceedings of the 2025 American Control Conference, 2025

2024
Online Guaranteed Reachable Set Approximation for Systems With Changed Dynamics and Control Authority.
IEEE Trans. Autom. Control., February, 2024

Capacity-Aware Planning and Scheduling in Budget-Constrained Monotonic MDPs: A Meta-RL Approach.
CoRR, 2024

Energetic Resilience of Linear Driftless Systems.
CoRR, 2024

InfraLib: Enabling Reinforcement Learning and Decision Making for Large Scale Infrastructure Management.
CoRR, 2024

Solving Truly Massive Budgeted Monotonic POMDPs with Oracle-Guided Meta-Reinforcement Learning.
CoRR, 2024

Learning to Turn: Diffusion Imitation for Robust Row Turning in Under-Canopy Robots.
CoRR, 2024

Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps.
CoRR, 2024

Guaranteed Reachability on Riemannian Manifolds for Unknown Nonlinear Systems.
CoRR, 2024

A Moral Imperative: The Need for Continual Superalignment of Large Language Models.
CoRR, 2024

Identity concealment games: How I learned to stop revealing and love the coincidences.
Autom., 2024

Koopman-Based Data-Driven Techniques for Adaptive Cruise Control System Identification.
Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Weathering Ongoing Uncertainty: Learning and Planning in a Time-Varying Partially Observable Environment.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Viabilizability of Control Signals under Control Authority Degradation.
Proceedings of the European Control Conference, 2024

How Much Reserve Fuel: Quantifying the Maximal Energy Cost of System Disturbances.
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

Koopman-Based Learning of Infinitesimal Generators without Operator Logarithm.
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023
Multiagent, Multitarget Path Planning in Markov Decision Processes.
IEEE Trans. Autom. Control., December, 2023

Quantitative Resilience of Generalized Integrators.
IEEE Trans. Autom. Control., December, 2023

Efficient Strategy Synthesis for MDPs With Resource Constraints.
IEEE Trans. Autom. Control., August, 2023

Exploiting Partial Observability for Optimal Deception.
IEEE Trans. Autom. Control., July, 2023

Resilience of linear systems to partial loss of control authority.
Autom., June, 2023

Expedited Online Learning With Spatial Side Information.
IEEE Trans. Autom. Control., March, 2023

Reachability of Nonlinear Systems With Unknown Dynamics.
IEEE Trans. Autom. Control., 2023

Connection of Optimal Stopping Time to s-t Cut Problems on Trees.
IEEE Control. Syst. Lett., 2023

Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs.
IEEE Control. Syst. Lett., 2023

Model-Free Neural Fault Detection and Isolation for Safe Control.
IEEE Control. Syst. Lett., 2023

Viability Under Degraded Control Authority.
IEEE Control. Syst. Lett., 2023

Learning and Autonomy for Extraterrestrial Terrain Sampling: An Experience Report from OWLAT Deployment.
CoRR, 2023

Losing Control of your Network? Try Resilience Theory.
CoRR, 2023

Resilient Trajectory Tracking to Partial Loss of Control Authority over Actuators with Actuation Delay.
CoRR, 2023

Few-shot Adaptation for Manipulating Granular Materials Under Domain Shift.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Optimal Routing of Modular Agents on a Graph.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Optimal Planning on a Single-Route Transit System with Modular Buses.
Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Identifying Single-Input Linear System Dynamics from Reachable Sets.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Lodestar: An Integrated Embedded Real-Time Control Engine.
Proceedings of the IEEE Conference on Control Technology and Applications, 2023

2022
Deception in Supervisory Control.
IEEE Trans. Autom. Control., 2022

Designing Resilient Linear Systems.
IEEE Trans. Autom. Control., 2022

The Maximax Minimax Quotient Theorem.
J. Optim. Theory Appl., 2022

Multi-agent Multi-target Path Planning in Markov Decision Processes.
CoRR, 2022

Quantitative Resilience of Linear Systems.
CoRR, 2022

Assured System-Level Resilience for Guaranteed Disaster Response.
Proceedings of the IEEE International Smart Cities Conference, 2022

Post-Disaster Repair Crew Assignment Optimization Using Minimum Latency.
Proceedings of the IEEE International Smart Cities Conference, 2022

Adaptive Sampling Site Selection for Robotic Exploration in Unknown Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Quantitative Resilience of Linear Systems<sup>*</sup>.
Proceedings of the European Control Conference, 2022

Maximal Ellipsoid Method for Guaranteed Reachability of Unknown Fully Actuated Systems.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Deceptive Trajectory Imitation Using Affine Feedback.
Proceedings of the American Control Conference, 2022

Distributed Transient Safety Verification via Robust Control Invariant Sets: A Microgrid Application.
Proceedings of the American Control Conference, 2022

2021
Learning and Planning for Time-Varying MDPs Using Maximum Likelihood Estimation.
J. Mach. Learn. Res., 2021

Space Exploration Architecture and Design Framework for Commercialization.
CoRR, 2021

Quantitative Resilience of Linear Driftless Systems.
CoRR, 2021

Repulsion-based p-dispersion with distance constraints in non-convex polygons.
Ann. Oper. Res., 2021

Comment on "TVOR: Finding Discrete Total Variation Outliers Among Histograms".
IEEE Access, 2021

High-Frequency Vibration Reduction for Unmanned Ground Vehicles on Unstructured Terrain.
Proceedings of the Modelling and Simulation for Autonomous Systems, 2021

Optimal Routing in Stochastic Networks with Reliability Guarantees.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Fuel in Markov Decision Processes (FiMDP): A Practical Approach to Consumption.
Proceedings of the Formal Methods - 24th International Symposium, 2021

2020
Entropy Maximization for Markov Decision Processes Under Temporal Logic Constraints.
IEEE Trans. Autom. Control., 2020

Control-Oriented Learning on the Fly.
IEEE Trans. Autom. Control., 2020

Designing Resilient Linear Driftless Systems.
CoRR, 2020

PROTRIP: Probabilistic Risk-Aware Optimal Transit Planner.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Measuring Target Predictability for Optimal Environment Design.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Guaranteed Reachability for Systems with Unknown Dynamics.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Explorative Probabilistic Planning with Unknown Target Locations.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Qualitative Controller Synthesis for Consumption Markov Decision Processes.
Proceedings of the Computer Aided Verification - 32nd International Conference, 2020

Safety-Guaranteed, Accelerated Learning in MDPs with Local Side Information.
Proceedings of the 2020 American Control Conference, 2020

2019
Incentive Design for Temporal Logic Objectives.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Optimal Deceptive and Reference Policies for Supervisory Control.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Myopic Control of Systems with Unknown Dynamics.
Proceedings of the 2019 American Control Conference, 2019

Least Inferable Policies for Markov Decision Processes.
Proceedings of the 2019 American Control Conference, 2019

Information-Guided Temporal Logic Inference with Prior Knowledge.
Proceedings of the 2019 American Control Conference, 2019

2018
Robust Myopic Control for Systems with Imperfect Observations.
CoRR, 2018

Entropy Maximization for Markov Decision Processes Under Temporal Logic Constraints.
CoRR, 2018

Chattering in the Reach Control Problem.
Autom., 2018

Adaptive Cruise Control Design Using Reach Control.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Expedited Learning in MDPs with Side Information.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Entropy Maximization for Constrained Markov Decision Processes.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Deception in Optimal Control.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Graph-Based Controller Synthesis for Safety-Constrained, Resilient Systems.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
A topological obstruction in a control problem.
Syst. Control. Lett., 2017

Characterization of a topological obstruction to reach control by continuous state feedback.
Math. Control. Signals Syst., 2017

Control-Oriented Learning on the Fly.
CoRR, 2017

A graph-theoretic approach to the reach control problem.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

A nerve-theoretic result on the problem of a topological obstruction in reach control.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
An obstruction to solvability of the reach control problem using affine feedback.
Autom., 2016

Pattern identification in distributed systems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
A topological obstruction to reach control by continuous state feedback.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015


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