Joel Z. Leibo
Joel Z. Leibo has 2 papers in our library, in 2016; often with Charles Beattie, David Silver, Denis Teplyashin.
OpenAlex · ORCID · Wikidata · h-index 35 · 195 works · 7,571 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 218 times in our library · 5 more in our library without a page yet · ⭐ Paper Stars ranking: #4499
Affiliations
🏢Google DeepMindLondon ·
United Kingdom2013–2026 · 71 papersEmployment since 2013 · Research Scientist🏢GoogleLondon ·
United Kingdom2023–2026 · 5 papers🎓University of TorontoToronto ·
Canada2025–2026 · 2 papers🎓Massachusetts Institute of TechnologyCambridge ·
United States2008–2019 · 32 papersEducation 2008–2013 · PhD, Brain & Cognitive Sciences🏢GoogleMountain View ·
United States2016–2020 · 12 papers🔬McGovern Institute for Brain ResearchCambridge ·
United States2012–2016 · 10 papers🎓King's College LondonLondon ·
United Kingdom2024–2025 · 5 papers
Fields, topics and concepts
📚 Shelves 2The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 works
Works by year
2010s
Papers
- Reinforcement Learning with Unsupervised Auxiliary Tasks (2016 · 319 citations)
Deep RL agents usually learn only from extrinsic reward, which is often sparse. That leaves most of the information in an agent's observation stream unused. Jaderberg et al. (DeepMind) propose UNREAL (UNsupervised REinforcement and Auxiliary Learning), which extends the A3C actor-critic with extra objectives that… - DeepMind Lab (2016 · 134 citations)
Studying embodied intelligence with physical robots is slow and expensive, and building detailed virtual worlds for AI research has required heavy engineering.
All works
- Human-level performance in 3D multiplayer games with population-based reinforcement learning ↗Science · no summary yetMax Jaderberg et al.2019 · 682 citations
- Reinforcement Learning with Unsupervised Auxiliary TasksarXiv:1611.05397Max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnecki, et al.2016 · 319 citations
- Using Fast Weights to Attend to the Recent Past ↗arXiv (Cornell University) · no summary yetJimmy Lei Ba et al.2016 · 168 citations
- Unsupervised Predictive Memory in a Goal-Directed Agent ↗arXiv (Cornell University) · no summary yetGreg Wayne et al.2018 · 140 citations
- DeepMind LabarXiv:1612.03801Charles Beattie, Joel Z. Leibo, Denis Teplyashin, et al.2016 · 134 citations
- Kickstarting Deep Reinforcement Learning ↗arXiv (Cornell University) · no summary yetSimon Schmitt et al.2018 · 51 citations
- A Case Study on Emergent Cheating and Whistleblowing in Autonomous Research Swarms ↗arXiv:2609.04170 · no summary yetDavide Paglieri et al.2026
Co-authors here
- Charles Beattie
- David Silver
- Denis Teplyashin
- Heinrich Kuttler
- Julian Schrittwieser
- Koray Kavukcuoglu
- Marcus Wainwright
- Max Jaderberg
- Simon Green
- Volodymyr Mnih
- Wojciech Marian Czarnecki
Venues
- Science
Cited by
Updated
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