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researcher

Philip Bontrager

16 papers hereh-index 1517.4k citations43 works total

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

author position
  • first author3
  • middle author9

Across the 12 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI5
  • cs.CL2
  • cs.CV1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedIlluminating Generalization in Deep Reinforcement Learning through Procedural Level Generation

114 citations · 133 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 2 cited

Learning Controllable Content Generators

Sam Earle, Maria Edwards, Ahmed Khalifa +2

It has recently been shown that reinforcement learning can be used to train generators capable of producing high-quality game levels, with quality defined in terms of some user-spe…

cs.AI2021

Game Mechanic Alignment Theory and Discovery

Michael Cerny Green, Ahmed Khalifa, Philip Bontrager +2

We present a new concept called Game Mechanic Alignment theory as a way to organize game mechanics through the lens of systemic rewards and agential motivations. By disentangling p…

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