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researcher

Amine Kerkeni

3 papers hereh-index 4109 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedRanked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization

39 citations · 41 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2021

TunBERT: Pretrained Contextualized Text Representation for Tunisian Dialect

Abir Messaoudi, Ahmed Cheikhrouhou, Hatem Haddad +6

Pretrained contextualized text representation models learn an effective representation of a natural language to make it machine understandable. After the breakthrough of the attent…

q-bio.BM2020★ 2 cited

Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning

Marcin J. Skwark, Nicolás López Carranza, Thomas Pierrot +6

The SARS-CoV-2 pandemic has created a global race for a cure. One approach focuses on designing a novel variant of the human angiotensin-converting enzyme 2 (ACE2) that binds more…

cs.LG2018★ 39 cited

Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization

Alexandre Laterre, Yunguan Fu, Mohamed Khalil Jabri +6

Adversarial self-play in two-player games has delivered impressive results when used with reinforcement learning algorithms that combine deep neural networks and tree search. Algor…

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