Matthew Aitchison
6 papers · 2022–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
benchmark evaluation
(1)
policy gradient
(1)
self-supervised learning
(1)
knowledge distillation
(1)
in-context learning
(1)
language modeling
(1)
arcade learning environment
(1)
value function
(1)
dynamic programming
(1)
bellman operator
(1)
generative model
(1)
mean embedding
(1)
scaling law
(1)
lossless compression
(1)
proximal policy optimization
(1)
return distribution
(1)
dual network architecture
(1)
universal predictor
(1)
solomonoff induction
(1)
Papers
Distributional Bellman Operators over Mean Embeddings
ICML 2024
Language Modeling Is Compression
ICLR 2024
Learning Universal Predictors
ICML 2024
Atari-5: Distilling the Arcade Learning Environment down to Five Games
ICML 2023
Self-Predictive Universal AI
NeurIPS 2023
DNA: Proximal Policy Optimization with a Dual Network Architecture
NeurIPS 2022