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Samuel Neumann

4 papers hereh-index 488 citations8 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedEmpirical Design in Reinforcement Learning

7 citations · 11 across the 4 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 3 cited

Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement

Samuel Neumann, Sungsu Lim, Ajin Joseph +3

Many policy gradient methods are variants of Actor-Critic (AC), where a value function (critic) is learned to facilitate updating the parameterized policy (actor). The update to th…

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