Omayma Mahjoub

Researcher, InstaDeep

Joined

May 2022

Names

Omayma Mahjoub (Preferred)

Emails

****@instadeep.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

InstaDeep (instadeep.com)

2022 – Present

Intern

InstaDeep (instadeep.com)

2022 – 2022

MS student

National School of Computer Science, Tunisia (ensi-uma.tn)

2019 – 2022

Undergrad student

The El Manar Preparatory Engineering Institute, Tunisia (ipeiem.rnu.tn)

2017 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Multi-Agent Reinforcement Learning

2022 – Present

Publications

Multi-Task Sequence Models Generalize in Offline Multi-Agent Reinforcement Learning
Ulrich Armel Mbou Sob, Omer, Oussama Hidaoui, Siddarth Singh, Juan Claude Formanek, Felix Chalumeau, Omayma Mahjoub, Sasha Abramowitz, Ruan John de Kock, Wiem Khlifi, Louay Ben Nessir, Simon Verster Du Toit, Daniel Rajaonarivonivelomanantsoa, Asim Awad Osman, Arnol Manuel Fokam, Refiloe Shabe, Ulrich Paquet, Arnu Pretorius
- Submitted to ICLR 2026
- Readers: Everyone
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
Felix Chalumeau, Daniel Rajaonarivonivelomanantsoa, Ruan John de Kock, Juan Claude Formanek, Sasha Abramowitz, Omayma Mahjoub, Wiem Khlifi, Simon Verster Du Toit, Louay Ben Nessir, Refiloe Shabe, Arnol Manuel Fokam, Siddarth Singh, Ulrich Armel Mbou Sob, Arnu Pretorius
- NeurIPS 2025 oral
- Readers: Everyone
Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARL
Juan Claude Formanek, Omayma Mahjoub, Louay Ben Nessir, Sasha Abramowitz, Ruan John de Kock, Wiem Khlifi, Daniel Rajaonarivonivelomanantsoa, Simon Verster Du Toit, Arnol Manuel Fokam, Siddarth Singh, Ulrich Armel Mbou Sob, Felix Chalumeau, Arnu Pretorius
- NeurIPS 2025 poster
- Readers: Everyone
Sable: a Performant, Efficient and Scalable Sequence Model for MARL
Omayma Mahjoub, Sasha Abramowitz, Ruan John de Kock, Wiem Khlifi, Simon Verster Du Toit, Jemma Daniel, Louay Ben Nessir, Louise Beyers, Juan Claude Formanek, Liam Clark, Arnu Pretorius
- ICML 2025 poster
- Readers: Everyone
Performant, Memory Efficient and Scalable Multi-Agent Reinforcement Learning
Omayma Mahjoub, Sasha Abramowitz, Ruan John de Kock, Wiem Khlifi, Simon Verster Du Toit, Jemma Daniel, Louay Ben Nessir, Juan Claude Formanek, Louise Beyers, Liam Clark, Arnu Pretorius
- Submitted to ICLR 2025
- Readers: Everyone
On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL
Wiem Khlifi, Siddarth Singh, Omayma Mahjoub, Ruan John de Kock, Abidine Vall, Rihab Gorsane, Arnu Pretorius
- XAI4DRL
- Readers: Everyone
How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning
Siddarth Singh, Omayma Mahjoub, Ruan John de Kock, Wiem Khlifi, Abidine Vall, Kale-ab Tessera, Arnu Pretorius
- XAI4DRL
- Readers: Everyone
Efficiently Quantifying Individual Agent Importance in Cooperative MARL
Omayma Mahjoub, Ruan John de Kock, Siddarth Singh, Wiem Khlifi, Abidine Vall, Kale-ab Tessera, Rihab Gorsane, Arnu Pretorius
- XAI4DRL
- Readers: Everyone
Generalisable Agents for Neural Network Optimisation
Kale-ab Tessera, Callum Rhys Tilbury, Sasha Abramowitz, Ruan John de Kock, Omayma Mahjoub, Benjamin Rosman, Sara Hooker, Arnu Pretorius
- WANT@NeurIPS 2023 Poster
- Readers: Everyone
Generalisable Agents for Neural Network Optimisation
Kale-ab Tessera, Callum Rhys Tilbury, Sasha Abramowitz, Ruan John de Kock, Omayma Mahjoub, Benjamin Rosman, Sara Hooker, Arnu Pretorius
- NeurIPS 2023 Workshop Poster
- Readers: Everyone

View all 16 publications

Co-Authors

View all 46 co-authors