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ORCIDDennis Gross
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
Person information
Other persons with the same name
- Dennis Gross 0001 (aka: Dennis M. Groß) — Radboud University Nijmegen, The Netherlands
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2020 – today
- 2026
[j1]Emmanuel Stathatos, Panorios Benardos, George-Christopher Vosniakos, Dennis Gross, Helge Spieker
, Arnaud Gotlieb:
Large language models for high-level computer-aided process planning in a distributed manufacturing paradigm. Robotics Comput. Integr. Manuf. 100: 103233 (2026)- [i17]Dennis Gross, Helge Spieker, Arnaud Gotlieb, Emmanuel Stathatos, Panorios Benardos, George-Christopher Vosniakos:
Semi-supervised CAPP Transformer Learning via Pseudo-labeling. CoRR abs/2602.01419 (2026) - [i16]Dennis Gross:
Formally Verifying and Explaining Sepsis Treatment Policies with COOL-MC. CoRR abs/2602.14505 (2026) - [i15]Dennis Gross:
COOL-MC: Verifying and Explaining RL Policies for Platelet Inventory Management. CoRR abs/2603.02396 (2026) - [i14]Dennis Gross:
COOL-MC: Verifying and Explaining RL Policies for Multi-bridge Network Maintenance. CoRR abs/2603.07546 (2026) - 2025
- [c10]Dennis Gross, Helge Spieker:
Co-Activation Graph Analysis of Safety-Verified and Explainable Deep Reinforcement Learning Policies. ICAART (2) 2025: 611-621 - [c9]Dennis Gross, Helge Spieker, Arnaud Gotlieb:
Bounded PCTL Model Checking of Large Language Model Outputs. ICTAI 2025: 106-113 - [c8]Helge Spieker, Théo Matricon, Nassim Belmecheri, Jørn Eirik Betten, Gauthier Le Bartz Lyan, Heraldo Borges, Quentin Mazouni, Dennis Gross, Arnaud Gotlieb, Mathieu Acher:
Prompting for Performance: Exploring LLMs for Configuring Software. ICTAI 2025: 114-121 - [c7]Jørn Eirik Betten, Quentin Mazouni, Dennis Gross, Pedro G. Lind, Helge Spieker:
Reusable Test Suites for Reinforcement Learning. ICTSS 2025: 125-141 - [c6]Dennis Gross, Helge Spieker:
PCTL Model Checking for Temporal RL Policy Safety Explanations. SAC 2025: 1514-1521 - [i13]Dennis Gross, Helge Spieker:
Co-Activation Graph Analysis of Safety-Verified and Explainable Deep Reinforcement Learning Policies. CoRR abs/2501.03142 (2025) - [i12]Dennis Gross:
Turn-based Multi-Agent Reinforcement Learning Model Checking. CoRR abs/2501.03187 (2025) - [i11]Helge Spieker, Théo Matricon, Nassim Belmecheri, Jørn Eirik Betten, Gauthier Le Bartz Lyan, Heraldo Borges, Quentin Mazouni, Dennis Gross, Arnaud Gotlieb, Mathieu Acher:
Prompting for Performance: Exploring LLMs for Configuring Software. CoRR abs/2507.09790 (2025) - [i10]Jørn Eirik Betten, Quentin Mazouni, Dennis Gross, Pedro Lind, Helge Spieker:
Reusable Test Suites for Reinforcement Learning. CoRR abs/2508.21553 (2025) - [i9]Dennis Gross, Helge Spieker, Arnaud Gotlieb:
Bounded PCTL Model Checking of Large Language Model Outputs. CoRR abs/2509.18836 (2025) - [i8]Dennis Gross, Helge Spieker, Arnaud Gotlieb:
Verifying Memoryless Sequential Decision-making of Large Language Models. CoRR abs/2510.06756 (2025) - [i7]Dennis Gross:
Formal Verification of Noisy Quantum Reinforcement Learning Policies. CoRR abs/2512.01502 (2025) - [i6]Dennis Gross, Jørn Eirik Betten, Helge Spieker:
Translating the Rashomon Effect to Sequential Decision-Making Tasks. CoRR abs/2512.17470 (2025) - 2024
- [c5]Dennis Gross, Helge Spieker:
Safety-Oriented Pruning and Interpretation of Reinforcement Learning Policies. ESANN 2024 - [c4]Dennis Gross, Helge Spieker:
Probabilistic Model Checking of Stochastic Reinforcement Learning Policies. ICAART (3) 2024: 438-445 - [c3]Dennis Gross, Helge Spieker, Arnaud Gotlieb, Ricardo Knoblauch:
Enhancing Manufacturing Quality Prediction Models Through the Integration of Explainability Methods. ICAART (3) 2024: 898-905 - [c2]Dennis Gross, Helge Spieker:
Enhancing RL Safety with Counterfactual LLM Reasoning. ICTSS 2024: 23-29 - [i5]Dennis Gross, Helge Spieker:
Probabilistic Model Checking of Stochastic Reinforcement Learning Policies. CoRR abs/2403.18725 (2024) - [i4]Dennis Gross, Helge Spieker, Arnaud Gotlieb, Ricardo Knoblauch:
Enhancing Manufacturing Quality Prediction Models through the Integration of Explainability Methods. CoRR abs/2403.18731 (2024) - [i3]Dennis Gross, Helge Spieker:
Enhancing RL Safety with Counterfactual LLM Reasoning. CoRR abs/2409.10188 (2024) - [i2]Dennis Gross, Helge Spieker, Arnaud Gotlieb, Ricardo Knoblauch, Mohamed Elmansori:
Efficient Milling Quality Prediction with Explainable Machine Learning. CoRR abs/2409.10203 (2024) - [i1]Dennis Gross, Helge Spieker:
Safety-Oriented Pruning and Interpretation of Reinforcement Learning Policies. CoRR abs/2409.10218 (2024) - 2023
- [c1]Dennis Gross:
Turn-Based Multi-Agent Reinforcement Learning Model Checking. ICAART (3) 2023: 980-987
Coauthor Index
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