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Soumia Mehimeh

Orcid: 0009-0004-4108-5191

According to our database1, Soumia Mehimeh authored at least 3 papers between 2023 and 2025.

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

Timeline

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Links

On csauthors.net:

Bibliography

2025
Value Function Initialization for Knowledge Transfer and Jump-start in Deep Reinforcement Learning.
[BibTeX]
[DOI]
Soumia Mehimeh
CoRR, August, 2025

From Task Distributions to Expected Paths Lengths Distributions: Value Function Initialization in Sparse Reward Environments for Lifelong Reinforcement Learning.
[BibTeX]
[DOI]
Soumia Mehimeh
,
Xianglong Tang
Entropy, 2025

2023
Value function optimistic initialization with uncertainty and confidence awareness in lifelong reinforcement learning.
[BibTeX]
[DOI]
Soumia Mehimeh
,
Xianglong Tang
,
Wei Zhao
Knowl. Based Syst., November, 2023


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