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researcher

Philipp Moritz

11 papers hereh-index 1317.2k citations18 works total

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

author position
  • first author3
  • middle author8

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.DC3
  • cs.AI2
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedTrust Region Policy Optimization

3k citations · 6.2k across the 11 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019★ 18 cited

Policy Gradient Search: Online Planning and Expert Iteration without Search Trees

Thomas Anthony, Robert Nishihara, Philipp Moritz +2

Monte Carlo Tree Search (MCTS) algorithms perform simulation-based search to improve policies online. During search, the simulation policy is adapted to explore the most promising…

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