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researcher

Thomas W. Anthony

9 papers hereh-index 121.5k citations21 works total

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

author position
  • first author1
  • middle author7

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI2
  • cs.GT2
  • cs.MA2

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedPolicy Gradient Search: Online Planning and Expert Iteration without Search Trees

18 citations · 59 across the 6 of their papers we have counts for

collaborators
Showing cs.GTShow all

2 papers · 1 filter

cs.GT2020

Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games

Edward Hughes, Thomas W. Anthony, Tom Eccles +3

Zero-sum games have long guided artificial intelligence research, since they possess both a rich strategy space of best-responses and a clear evaluation metric. What's more, compet…

cs.GT2020★ 16 cited

From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization

Julien Perolat, Remi Munos, Jean-Baptiste Lespiau +10

In this paper we investigate the Follow the Regularized Leader dynamics in sequential imperfect information games (IIG). We generalize existing results of Poincaré recurrence from…

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