Karim Beguir

According to our database1, Karim Beguir authored at least 13 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2023
Early computational detection of potential high-risk SARS-CoV-2 variants.
Comput. Biol. Medicine, March, 2023

2022
Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems.
CoRR, 2022

Fast Population-Based Reinforcement Learning on a Single Machine.
Proceedings of the International Conference on Machine Learning, 2022

Multi-objective quality diversity optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Diversity policy gradient for sample efficient quality-diversity optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021
Mava: a research framework for distributed multi-agent reinforcement learning.
CoRR, 2021

2020
Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning.
CoRR, 2020

Offline Reinforcement Learning Hands-On.
CoRR, 2020

Learning Compositional Neural Programs for Continuous Control.
CoRR, 2020

QD-RL: Efficient Mixing of Quality and Diversity in Reinforcement Learning.
CoRR, 2020

A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Learning Compositional Neural Programs with Recursive Tree Search and Planning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization.
CoRR, 2018


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