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researcher

Marina Haliem

6 papers hereh-index 8210 citations13 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG2
  • cs.CV1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAdaPool: A Diurnal-Adaptive Fleet Management Framework using Model-Free Deep Reinforcement Learning and Change Point Detection

1 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Multi-agent Deep Covering Skill Discovery

Jiayu Chen, Marina Haliem, Tian Lan +1

The use of skills (a.k.a., options) can greatly accelerate exploration in reinforcement learning, especially when only sparse reward signals are available. While option discovery m…

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