Asma Atamna

Joined

May 2024

Names

Asma Atamna (Preferred)

Emails

****@ini.rub.de (Confirmed)

Personal Links

Career & Education History

Postdoc

INI/RUB, Ruhr-Universität Bochum (ini.rub.de)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Solving a Real-World Optimization Problem Using Proximal Policy Optimization with Curriculum Learning and Reward Engineering
Abhijeet Pendyala, Asma Atamna, Tobias Glasmachers
- ECML/PKDD (10) 2024
- Readers: Everyone
ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation
Abhijeet Pendyala, Justin Dettmer, Tobias Glasmachers, Asma Atamna
- LOD (1) 2023
- Readers: Everyone
ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation
Abhijeet Pendyala, Justin Dettmer, Tobias Glasmachers, Asma Atamna
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone
Benchmarking several strategies to update the penalty parameters in AL-CMA-ES on the bbob-constrained testbed
Paul Dufossé, Asma Atamna
- GECCO Companion 2022
- Readers: Everyone
Convex optimization with an interpolation-based projection and its application to deep learning
Riad Akrour, Asma Atamna, Jan Peters
- Published: 01 Jan 2021, Last Modified: 27 Apr 2023
- Mach. Learn. 2021
- Readers: Everyone
On invariance and linear convergence of evolution strategies with augmented Lagrangian constraint handling
Asma Atamna, Anne Auger, Nikolaus Hansen
- Theor. Comput. Sci. 2020
- Readers: Everyone
HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection
Asma Atamna, Chloé Clavel
- INTERSPEECH 2020
- Readers: Everyone
A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks
Asma Atamna, Nataliya Sokolovska, Jean-Claude Crivello
- 2020 (modified: 25 Jul 2025)
- IDA 2020
- Readers: Everyone
Convex Optimization with an Interpolation-based Projection and its Application to Deep Learning
Riad Akrour, Asma Atamna, Jan Peters
- 2020 (modified: 18 Jun 2021)
- CoRR 2020
- Readers: Everyone

View all 16 publications

Co-Authors