Matthew Aitchison
6 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
NIPS (2)
ICLR (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
benchmark evaluation
(1)
policy gradient
(1)
knowledge distillation
(1)
arcade learning environment
(1)
value function
(1)
proximal policy optimization
(1)
dual network architecture
(1)
game subset selection
(1)
environment correlation
(1)
universal agent
(1)
universal ai
(1)
self-predictive agent
(1)
intelligence measure
(1)
Papers
Language Modeling Is Compression
ICLR 2024
Learning Universal Predictors
ICML 2024
Distributional Bellman Operators over Mean Embeddings
ICML 2024
Self-Predictive Universal AI
NIPS 2023
Atari-5: Distilling the Arcade Learning Environment down to Five Games
ICML 2023
DNA: Proximal Policy Optimization with a Dual Network Architecture
NIPS 2022