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Théophile Champion

7 papers hereh-index 557 citations13 works total

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

author position
  • first author7

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

fields
  • cs.AI4
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedDeconstructing deep active inference

3 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Structure learning with Temporal Gaussian Mixture for model-based Reinforcement Learning

Théophile Champion, Marek Grześ, Howard Bowman

Model-based reinforcement learning refers to a set of approaches capable of sample-efficient decision making, which create an explicit model of the environment. This model can subs…

cs.AI2024★ 1 cited

Reframing the Expected Free Energy: Four Formulations and a Unification

Théophile Champion, Howard Bowman, Dimitrije Marković +1

Active inference is a leading theory of perception, learning and decision making, which can be applied to neuroscience, robotics, psychology, and machine learning. Active inference…

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