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researcher

Michael Beukman

7 papers hereh-index 473 citations8 works total

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

author position
  • first author6
  • middle author1

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

fields
  • cs.AI4
  • cs.LG1
  • cs.NE1
  • cs.RO1
same name
  • Michael Beukman — 11 papers, h 6
  • Michael Beukman — 5 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedProcedural Content Generation using Neuroevolution and Novelty Search for Diverse Video Game Levels

16 citations · 18 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.AI2023

Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies

Michael Beukman, Devon Jarvis, Richard Klein +2

While reinforcement learning has achieved remarkable successes in several domains, its real-world application is limited due to many methods failing to generalise to unfamiliar con…

cs.AI2023

Hierarchically Composing Level Generators for the Creation of Complex Structures

Michael Beukman, Manuel Fokam, Marcel Kruger +5

Procedural content generation (PCG) is a growing field, with numerous applications in the video game industry and great potential to help create better games at a fraction of the c…

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