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Achilles Machumilane

3 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • cs.NI1
same name
  • Achilles Machumilane — 1 paper

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 citedAI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving

5 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2022

Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks

Saira Bano, Achilles Machumilane, Lorenzo Valerio +2

Automatic traffic classification is increasingly becoming important in traffic engineering, as the current trend of encrypting transport information (e.g., behind HTTP-encrypted tu…

cs.NI2022★ 1 cited

Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery

Achilles Machumilane, Alberto Gotta, Pietro Cassarà +2

Reinforcement Learning (RL) has recently found wide applications in network traffic management and control because some of its variants do not require prior knowledge of network mo…

cs.AI2022★ 5 cited

AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving

Valerio De Caro, Saira Bano, Achilles Machumilane +11

This paper presents a proof-of-concept implementation of the AI-as-a-Service toolkit developed within the H2020 TEACHING project and designed to implement an autonomous driving per…

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