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researcher

A. Faisal

16 papers hereh-index 253.6k citations92 works total

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

author position
  • last author16

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.RO6
  • cs.LG4
  • cs.AI2
  • cs.CV2
  • cs.HC1
  • stat.ML1
same name
  • A. Faisal — 7 papers, h 8
  • A. Faisal — 7 papers, h 7
  • A. Faisal — 5 papers, h 5
  • A. Faisal — 5 papers, h 1
  • A. Faisal — 3 papers, h 6
  • A. Faisal — 3 papers, h 2

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
20182023
most citedDot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation

52 citations · 81 across the 15 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Physics-informed reinforcement learning via probabilistic co-adjustment functions

Nat Wannawas, A. Aldo Faisal

Reinforcement learning of real-world tasks is very data inefficient, and extensive simulation-based modelling has become the dominant approach for training systems. However, in hum…

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