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H. Ammar

14 papers hereh-index 10866 citations38 works total

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

author position
  • middle author8
  • last author6

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI2
  • cs.CL1
  • cs.MA1
  • cs.RO1
  • stat.ML1
same name
  • H. Ammar — 2 papers, h 15

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedSMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving

103 citations · 118 across the 12 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2026

Multi-Task GRPO: Reliable LLM Reasoning Across Tasks

Shyam Sundhar Ramesh, Xiaotong Ji, Matthieu Zimmer +5

RL-based post-training with GRPO is widely used to improve large language models on individual reasoning tasks. However, real-world deployment requires reliable performance across…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.