Sebastian Junges

Sebastian Junges

University of California, Berkeley

H-index: 26

North America-United States

About Sebastian Junges

Sebastian Junges, With an exceptional h-index of 26 and a recent h-index of 24 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Formal methods, Markov Decision Processes, Controller Synthesis, Probabilistic Inference, Runtime Assurance.

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

Tools at the frontiers of quantitative verification: QComp 2023 competition report

Scalable Analysis of Probabilistic Models and Programs (Dagstuhl Seminar 23241)

Small Test Suites for Active Automata Learning

CTMCs with Imprecisely Timed Observations

Parameter synthesis for Markov models: covering the parameter space

Factored Online Planning in Many-Agent POMDPs

Pareto Curves for Compositionally Model Checking String Diagrams of MDPs: Supplemental Material

Learning Formal Specifications from Membership and Preference Queries

Sebastian Junges Information

University

Position

PostDoc at the

Citations(all)

2662

Citations(since 2020)

2155

Cited By

1182

hIndex(all)

26

hIndex(since 2020)

24

i10Index(all)

44

i10Index(since 2020)

42

Email

University Profile Page

University of California, Berkeley

Google Scholar

View Google Scholar Profile

Sebastian Junges Skills & Research Interests

Formal methods

Markov Decision Processes

Controller Synthesis

Probabilistic Inference

Runtime Assurance

Top articles of Sebastian Junges

Title

Journal

Author(s)

Publication Date

Tools at the frontiers of quantitative verification: QComp 2023 competition report

R Andriushchenko

A Bork

CE Budde

M Češka

K Grover

...

2024

Scalable Analysis of Probabilistic Models and Programs (Dagstuhl Seminar 23241)

Sebastian Junges

Joost-Pieter Katoen

Scott Sanner

Guy Van den Broeck

Bahare Salmani

2024

Small Test Suites for Active Automata Learning

Loes Kruger

Sebastian Junges

Jurriaan Rot

2024

CTMCs with Imprecisely Timed Observations

Thom Badings

Matthias Volk

Sebastian Junges

Marielle Stoelinga

Nils Jansen

2024/4/5

Parameter synthesis for Markov models: covering the parameter space

Formal Methods in System Design

Sebastian Junges

Erika Ábrahám

Christian Hensel

Nils Jansen

Joost-Pieter Katoen

...

2024/2/17

Factored Online Planning in Many-Agent POMDPs

AAAI

Maris FL Galesloot

Thiago D Simao

Sebastian Junges

Nils Jansen

2024

Pareto Curves for Compositionally Model Checking String Diagrams of MDPs: Supplemental Material

Kazuki Watanabe

Marck van der Vegt

Ichiro Hasuo

Jurriaan Rot

Sebastian Junges

2024

Learning Formal Specifications from Membership and Preference Queries

arXiv preprint arXiv:2307.10434

Ameesh Shah

Marcell Vazquez-Chanlatte

Sebastian Junges

Sanjit A Seshia

2023/7/19

Probabilistic Program Verification via Inductive Synthesis of Inductive Invariants

Kevin Batz

Mingshuai Chen

Sebastian Junges

Benjamin Lucien Kaminski

Joost-Pieter Katoen

...

2023

Efficient Sensitivity Analysis for Parametric Robust Markov Chains

Thom Badings

Sebastian Junges

Ahmadreza Marandi

Ufuk Topcu

Nils Jansen

2023/7/17

Robust Almost-Sure Reachability in Multi-Environment MDPs

TACAS

Marck van der Vegt

Nils Jansen

Sebastian Junges

2023

Search and Explore: Symbiotic Policy Synthesis in POMDPs

Roman Andriushchenko

Alexander Bork

Milan Češka

Sebastian Junges

Joost-Pieter Katoen

...

2023

Recursive Small-Step Multi-Agent A* for Dec-POMDPs

Wietze Koops

Nils Jansen

Sebastian Junges

Thiago D Simao

2023

A Practitioner's Guide to MDP Model Checking Algorithms

A Hartmanns

S Junges

T Quatmann

M Weininger

2023

Abstraction-Refinement for Hierarchical Probabilistic Models

Sebastian Junges

Matthijs TJ Spaan

2022/8/7

Gradient-Descent for Randomized Controllers under Partial Observability

Linus Heck

Jip Spel

Sebastian Junges

Joshua Moerman

Joost-Pieter Katoen

2022

Sampling-Based Verification of CTMCs with Uncertain Rates

Thom S Badings

Nils Jansen

Sebastian Junges

Marielle Stoelinga

Matthias Volk

2022/8/6

Parameter Synthesis in Markov Models: A Gentle Survey

Nils Jansen

Sebastian Junges

Joost-Pieter Katoen

2022/12/29

Querying Labelled Data with Scenario Programs for Sim-to-Real Validation

Edward Kim

Jay Shenoy

Sebastian Junges

Daniel Fremont

Alberto Sangiovanni-Vincentelli

...

2022/5

Learning Monitorable Operational Design Domains for Assured Autonomy

Hazem Torfah

Carol Xie

Sebastian Junges

Marcell Vazquez-Chanlatte

Sanjit A Seshia

2022/10/21

See List of Professors in Sebastian Junges University(University of California, Berkeley)

Co-Authors

H-index: 72
Sanjit A. Seshia

Sanjit A. Seshia

University of California, Berkeley

H-index: 51
Bernd Becker

Bernd Becker

Albert-Ludwigs-Universität Freiburg

H-index: 47
Roderick Bloem

Roderick Bloem

Technische Universität Graz

H-index: 41
Marielle Stoelinga

Marielle Stoelinga

Universiteit Twente

H-index: 30
Nils Jansen

Nils Jansen

Radboud Universiteit

H-index: 24
Ralf Wimmer

Ralf Wimmer

Albert-Ludwigs-Universität Freiburg

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