Morteza Lahijanian

Morteza Lahijanian

University of Colorado Boulder

H-index: 23

North America-United States

About Morteza Lahijanian

Morteza Lahijanian, With an exceptional h-index of 23 and a recent h-index of 22 (since 2020), a distinguished researcher at University of Colorado Boulder, specializes in the field of formal methods, motion planning, stochastic systems, planning under uncertainty, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

IntervalMDP. jl: Accelerated Value Iteration for Interval Markov Decision Processes

Uncertainty Propagation in Stochastic Systems via Mixture Models with Error Quantification

Data-Driven Permissible Safe Control with Barrier Certificates

Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking

Stochastic Games for Interactive Manipulation Domains

Temporal Segmentation in Multi Agent Path Finding with Applications to Explainability

Sampling-based Approach to Robust STL Synthesis for Complex Systems under Uncertainty

Recursively-Constrained Partially Observable Markov Decision Processes

Morteza Lahijanian Information

University

Position

___

Citations(all)

1831

Citations(since 2020)

1268

Cited By

1022

hIndex(all)

23

hIndex(since 2020)

22

i10Index(all)

39

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Morteza Lahijanian Skills & Research Interests

formal methods

motion planning

stochastic systems

planning under uncertainty

machine learning

Top articles of Morteza Lahijanian

Title

Journal

Author(s)

Publication Date

IntervalMDP. jl: Accelerated Value Iteration for Interval Markov Decision Processes

arXiv preprint arXiv:2401.04068

Frederik Baymler Mathiesen

Morteza Lahijanian

Luca Laurenti

2024/1/8

Uncertainty Propagation in Stochastic Systems via Mixture Models with Error Quantification

arXiv preprint arXiv:2403.15626

Eduardo Figueiredo

Andrea Patane

Morteza Lahijanian

Luca Laurenti

2024/3/22

Data-Driven Permissible Safe Control with Barrier Certificates

arXiv preprint arXiv:2405.00136

Rayan Mazouz

John Skovbekk

Frederik Baymler Mathiesen

Eric Frew

Luca Laurenti

...

2024/4/30

Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking

arXiv preprint arXiv:2403.05693

Robert Reed

Hanspeter Schaub

Morteza Lahijanian

2024/3/8

Stochastic Games for Interactive Manipulation Domains

arXiv preprint arXiv:2403.04910

Karan Muvvala

Andrew M Wells

Morteza Lahijanian

Lydia E Kavraki

Moshe Y Vardi

2024/3/7

Temporal Segmentation in Multi Agent Path Finding with Applications to Explainability

Artificial Intelligence

Shaull Almagor

Justin Kottinger

Morteza Lahijanian

2024/2/7

Sampling-based Approach to Robust STL Synthesis for Complex Systems under Uncertainty

Qi Heng Ho

Roland Ilyes

Zachary Sunberg

Morteza Lahijanian

2023/5/9

Recursively-Constrained Partially Observable Markov Decision Processes

arXiv preprint arXiv:2310.09688

Qi Heng Ho

Tyler Becker

Ben Kraske

Zakariya Laouar

Martin Feather

...

2023/10/15

Timed partial order inference algorithm

Proceedings of the International Conference on Automated Planning and Scheduling

Kandai Watanabe

Georgios Fainekos

Bardh Hoxha

Morteza Lahijanian

Danil Prokhorov

...

2023/7/1

Interval markov decision processes with continuous action-spaces

Giannis Delimpaltadakis

Morteza Lahijanian

Manuel Mazo Jr

Luca Laurenti

2023/5/9

Unifying Safety Approaches for Stochastic Systems: From Barrier Functions to Uncertain Abstractions via Dynamic Programming

arXiv preprint arXiv:2310.01802

Luca Laurenti

Morteza Lahijanian

2023/10/3

Explainable Multi-Robot Motion Planning via Segmentation

Justin Kottinger

Shaull Almagor

Morteza Lahijanian

2023/6/7

Promises of deep kernel learning for control synthesis

IEEE Control Systems Letters

Robert Reed

Luca Laurenti

Morteza Lahijanian

2023/12/8

REASON-RECOURSE Software for Science Operations of Autonomous Robotic Landers

Jay McMahon

Nisar Ahmed

Morteza Lahijanian

Peter Amorese

Taralicin Deka

...

2023/3/4

Efficient Symbolic Approaches for Quantitative Reactive Synthesis with Finite Tasks

Karan Muvvala

Morteza Lahijanian

2023/10/1

Planning with simba: Motion planning under uncertainty for temporal goals using simplified belief guides

Qi Heng Ho

Zachary N Sunberg

Morteza Lahijanian

2023/5/29

Formal Abstraction of General Stochastic Systems via Noise Partitioning

IEEE Control Systems Letters

John Skovbekk

Luca Laurenti

Eric Frew

Morteza Lahijanian

2023/12/7

Chance-constrained motion planning with event-triggered estimation

Anne Theurkauf

Qi Heng Ho

Roland Ilyes

Nisar Ahmed

Morteza Lahijanian

2023/5/29

Sampling-based Reactive Synthesis for Nondeterministic Hybrid Systems

IEEE Robotics and Automation Letters (RA-L)

Qi Heng Ho

Zachary N Sunberg

Morteza Lahijanian

2024/2

Introducing Delays in Multi-Agent Path Finding

arXiv preprint arXiv:2307.11252

Justin Kottinger

Shaull Almagor

Oren Salzman

Morteza Lahijanian

2023/7/20

See List of Professors in Morteza Lahijanian University(University of Colorado Boulder)