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researcher

Ryan Sullivan

2 papers here

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

author position
  • first author1
  • middle author1

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

fields
  • cs.AI1
  • cs.LG1
ORCID 0000-0002-0202-1599
same name
  • Ryan Sullivan — 1 paper
  • Ryan Sullivan — 1 paper

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

most citedNeural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning

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

collaborators

2 papers

cs.AI2023★ 1 cited

Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning

Joseph Suárez, Phillip Isola, Kyoung Whan Choe +15

Neural MMO 2.0 is a massively multi-agent environment for reinforcement learning research. The key feature of this new version is a flexible task system that allows users to define…

cs.LG2023

Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks

Ryan Sullivan, Akarsh Kumar, Shengyi Huang +2

Most reinforcement learning methods rely heavily on dense, well-normalized environment rewards. DreamerV3 recently introduced a model-based method with a number of tricks that miti…

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