Karim Beguir

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Weighted Number Of Tardy Jobs

Pareto Dominance

Reinforcement Learning

Weighted Tardiness

Top Venues

Comput. Biol. Medicine

Publications

Arturo Fiorellini-Bernardis, Sebastien Boyer, Christoph Brunken, Bakary Diallo, Karim Beguir, Nicolás López Carranza, Oliver Bent
Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL. CoRR (2024)
Karim Beguir, Marcin J. Skwark, Yunguan Fu, Thomas Pierrot, Nicolás López Carranza, Alexandre Laterre, Ibtissem Kadri, Abir Korched, Anna U. Lowegard, Bonny Gaby Lui, Bianca Sänger, Yunpeng Liu, Asaf Poran, Alexander Muik, Ugur Sahin
Early computational detection of potential high-risk SARS-CoV-2 variants. Comput. Biol. Medicine 155 (2023)
Félix Chalumeau, Thomas Pierrot, Valentin Macé, Arthur Flajolet, Karim Beguir, Antoine Cully, Nicolas Perrin-Gilbert
Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems. CoRR (2022)
Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot
Fast Population-Based Reinforcement Learning on a Single Machine. CoRR (2022)
Thomas Pierrot, Valentin Macé, Félix Chalumeau, Arthur Flajolet, Geoffrey Cideron, Karim Beguir, Antoine Cully, Olivier Sigaud, Nicolas Perrin-Gilbert
Diversity policy gradient for sample efficient quality-diversity optimization. GECCO (2022)
Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot
Fast Population-Based Reinforcement Learning on a Single Machine. ICML (2022)
Thomas Pierrot, Guillaume Richard, Karim Beguir, Antoine Cully
Multi-objective quality diversity optimization. GECCO (2022)
Thomas Pierrot, Guillaume Richard, Karim Beguir, Antoine Cully
Multi-Objective Quality Diversity Optimization. CoRR (2022)
Arnu Pretorius, Kale-ab Tessera, Andries P. Smit, Claude Formanek, St John Grimbly, Kevin Eloff, Siphelele Danisa, Lawrence Francis, Jonathan Shock, Herman Kamper, Willie Brink, Herman A. Engelbrecht, Alexandre Laterre, Karim Beguir
Mava: a research framework for distributed multi-agent reinforcement learning. CoRR (2021)
Marcin J. Skwark, Nicolás López Carranza, Thomas Pierrot, Joe Phillips, Slim Said, Alexandre Laterre, Amine Kerkeni, Ugur Sahin, Karim Beguir
Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning. CoRR (2020)
Thomas Pierrot, Nicolas Perrin, Feryal Behbahani, Alexandre Laterre, Olivier Sigaud, Karim Beguir, Nando de Freitas
Learning Compositional Neural Programs for Continuous Control. CoRR (2020)
Arnu Pretorius, Scott Cameron, Elan Van Biljon, Tom Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alexandre Laterre, Karim Beguir
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning. NeurIPS (2020)
Geoffrey Cideron, Thomas Pierrot, Nicolas Perrin, Karim Beguir, Olivier Sigaud
QD-RL: Efficient Mixing of Quality and Diversity in Reinforcement Learning. CoRR (2020)
Louis Monier, Jakub Kmec, Alexandre Laterre, Thomas Pierrot, Valentin Courgeau, Olivier Sigaud, Karim Beguir
Offline Reinforcement Learning Hands-On. CoRR (2020)
Arnu Pretorius, Scott Cameron, Elan Van Biljon, Tom Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alexandre Laterre, Karim Beguir
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning. CoRR (2020)
Thomas Pierrot, Guillaume Ligner, Scott E. Reed, Olivier Sigaud, Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir, Nando de Freitas
Learning Compositional Neural Programs with Recursive Tree Search and Planning. CoRR (2019)
Thomas Pierrot, Guillaume Ligner, Scott E. Reed, Olivier Sigaud, Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir, Nando de Freitas
Learning Compositional Neural Programs with Recursive Tree Search and Planning. NeurIPS (2019)
Alexandre Laterre, Yunguan Fu, Mohamed Khalil Jabri, Alain-Sam Cohen, David Kas, Karl Hajjar, Torbjorn S. Dahl, Amine Kerkeni, Karim Beguir
Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization. CoRR (2018)