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researcher

R. Herbrich

8 papers hereh-index 4210.9k citations130 works total

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

author position
  • first author1
  • middle author3
  • last author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • cs.CL1
  • cs.HC1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedKernel Topic Models

32 citations · 39 across the 8 of their papers we have counts for

collaborators
Showing 2023 · cs.AIShow all

1 paper · 2 filters

cs.AI2023

Hieros: Hierarchical Imagination on Structured State Space Sequence World Models

Paul Mattes, Rainer Schlosser, Ralf Herbrich

One of the biggest challenges to modern deep reinforcement learning (DRL) algorithms is sample efficiency. Many approaches learn a world model in order to train an agent entirely i…

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