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researcher

Prashan Madumal

7 papers hereh-index 7785 citations15 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI5
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182020
most citedTowards a Grounded Dialog Model for Explainable Artificial Intelligence

19 citations · 27 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019

Explainable Reinforcement Learning Through a Causal Lens

Prashan Madumal, Tim Miller, Liz Sonenberg +1

Prevalent theories in cognitive science propose that humans understand and represent the knowledge of the world through causal relationships. In making sense of the world, we build…

cs.AI2019

A Grounded Interaction Protocol for Explainable Artificial Intelligence

Prashan Madumal, Tim Miller, Liz Sonenberg +1

Explainable Artificial Intelligence (XAI) systems need to include an explanation model to communicate the internal decisions, behaviours and actions to the interacting humans. Succ…

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