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researcher

P. Pilarski

38 papers hereh-index 293.8k citations156 works total

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

author position
  • first author3
  • middle author10
  • last author25

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • cs.AI18
  • cs.LG12
  • cs.HC5
  • cs.MA1
  • cs.RO1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedTrue Online Temporal-Difference Learning

56 citations · 265 across the 35 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.AI2021★ 5 cited

Assessing Human Interaction in Virtual Reality With Continually Learning Prediction Agents Based on Reinforcement Learning Algorithms: A Pilot Study

Dylan J. A. Brenneis, Adam S. Parker, Michael Bradley Johanson +7

Artificial intelligence systems increasingly involve continual learning to enable flexibility in general situations that are not encountered during system training. Human interacti…

cs.LG2021

Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making

Alex Kearney, Anna Koop, Johannes Günther +1

In computational reinforcement learning, a growing body of work seeks to express an agent's model of the world through predictions about future sensations. In this manuscript we fo…

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