Michael Matthews
Scholar

Michael Matthews

Google Scholar ID: ubOhfnIAAAAJ
University of Oxford
Computer ScienceMachine Learning
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Citations & Impact
All-time
Citations
125
 
H-index
5
 
i10-index
4
 
Publications
7
 
Co-authors
17
list available
Contact
CVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
2 items
Multi-Agent Craftax: Benchmarking Open-Ended Multi-Agent Reinforcement Learning at the Hyperscale
2025
Cited
0
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks
arXiv.org · 2024
Cited
1
Resume (English only)
Academic Achievements
  • 1. Kinetix [ICLR 2025 Oral]
  • 2. Craftax [ICML 2024 Spotlight]
  • 3. SOL [preprint]
  • 4. PGD [RLC 2024]
  • 5. ReMiDi [ICML 2024]
  • 6. JaxLife [ALIFE 2024]
  • 7. HKS [CoLLAs 2022]
Research Experience
  • 1. Intern at Meta FAIR (June-Dec 2025), with Mikael Henaff
  • 2. RS Intern at Meta FAIR (2025)
  • 3. RL Researcher at VivaCity (2020-2021)
Education
  • 1. PhD in Engineering at the University of Oxford (2021-present), supervised by Prof. Jakob Foerster
  • 2. MSc in Machine Learning at UCL (2017-2020)
  • 3. BA in Computer Science at Cambridge
Background
  • Research interests: reinforcement learning, especially goal-conditioned RL, exploration, self-supervised RL, long term decision making, and autocurricula.
Miscellany
  • Contact: firstname [dot] tryfan [dot] lastname [at] gmail [dot] com
Co-authors
17 total
Jakob Foerster
Jakob Foerster
Associate Professor, University of Oxford
Michael Beukman
Michael Beukman
PhD Student, University of Oxford
Mikayel Samvelyan
Mikayel Samvelyan
Google DeepMind
Matthew T. Jackson
Matthew T. Jackson
University of Oxford
Co-author 5
Co-author 5
Samuel Coward
Samuel Coward
University of Oxford
Tim Rocktäschel
Tim Rocktäschel
Director and Open-Endedness Team Lead at Google DeepMind, Professor of AI at UCL, Fellow ELLIS
Jack Parker-Holder
Jack Parker-Holder
Google DeepMind, UCL