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Matthews, Michael
5 publications
ICLR
2025
Kinetix: Investigating the Training of General Agents Through Open-Ended Physics-Based Control Tasks
Michael Matthews
,
Michael Beukman
,
Chris Lu
,
Jakob Nicolaus Foerster
ICML
2024
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
Michael Matthews
,
Michael Beukman
,
Benjamin Ellis
,
Mikayel Samvelyan
,
Matthew Thomas Jackson
,
Samuel Coward
,
Jakob Nicolaus Foerster
ICML
2024
Refining Minimax Regret for Unsupervised Environment Design
Michael Beukman
,
Samuel Coward
,
Michael Matthews
,
Mattie Fellows
,
Minqi Jiang
,
Michael D Dennis
,
Jakob Nicolaus Foerster
CoLLAs
2022
Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning
Michael Matthews
,
Mikayel Samvelyan
,
Jack Parker-holder
,
Edward Grefenstette
,
Tim Rocktäschel
ICLRW
2022
SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning
Michael Matthews
,
Mikayel Samvelyan
,
Jack Parker-Holder
,
Edward Grefenstette
,
Tim Rocktäschel