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researcher

Declan Oller

2 papers hereh-index 6631 citations14 works total

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

author position
  • first author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedAnalyzing Reinforcement Learning Benchmarks with Random Weight Guessing

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2026

Coachable agents for interactive gameplay

Roberto Capobianco, Harm van Seijen, Nolan D. Bard +38

Reinforcement learning has proven to be a valuable tool in the creation of advanced AI and robotic systems, contributing to everything from game playing to robotics to foundation m…

cs.LG2020★ 1 cited

Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing

Declan Oller, Tobias Glasmachers, Giuseppe Cuccu

We propose a novel method for analyzing and visualizing the complexity of standard reinforcement learning (RL) benchmarks based on score distributions. A large number of policy net…

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