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researcher

M. J. Sargent

7 papers hereh-index 278 citations7 works total

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

author position
  • first author1
  • middle author5
  • last author1

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

fields
  • cs.LG4
  • cs.AI2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedUsing Forwards-Backwards Models to Approximate MDP Homomorphisms

3 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning

Augustine N. Mavor-Parker, Matthew J. Sargent, Caswell Barry +2

Periodic activation functions, often referred to as learned Fourier features have been widely demonstrated to improve sample efficiency and stability in a variety of deep RL algori…

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