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Umer Siddique

5 papers here

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

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.MA2
  • eess.SY1
same name
  • Umer Siddique — 2 papers, h 6

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

most citedAdaptive Event-triggered Reinforcement Learning Control for Complex Nonlinear Systems

2 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing eess.SYShow all

1 paper · 1 filter

eess.SY2025

Adaptive Event-Triggered Policy Gradient for Multi-Agent Reinforcement Learning

Umer Siddique, Abhinav Sinha, Yongcan Cao

Conventional multi-agent reinforcement learning (MARL) methods rely on time-triggered execution, where agents sample and communicate actions at fixed intervals. This approach is of…

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