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J. Karalus

3 papers hereh-index 215 citations5 works total

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

author position
  • sole author1
  • first author2

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

fields
  • cs.AI2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedAccelerating the Learning of TAMER with Counterfactual Explanations

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

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.AI2024

Tell me why: Training preferences-based RL with human preferences and step-level explanations

Jakob Karalus

Human-in-the-loop reinforcement learning allows the training of agents through various interfaces, even for non-expert humans. Recently, preference-based methods (PbRL), where the…

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