Marcus Hutter
44 papers
· 2003–2025
· 11 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Renaissance Researcher
(6)
π§
Keyword Pioneer
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Conference Polyglot
(11)
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Academic Marathon
(22)
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Interdisciplinary Bridge
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(13)
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Keyword Trendsetter Combo
(5)
πΊ
Lone Wolf
(3)
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Grand Slam
π±
Topic Pioneer
π
Keyword Champion
π
Triple Crown
π¬
Deep Specialist
(16)
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
ποΈ
Keyword Collector
(165)
β‘
Prolific Year
(5)
π₯
Unstoppable
(13)
π
Century Club
(44)
Conferences
IJCAI (9)
ICML (6)
NIPS (6)
AAAI (5)
ICLR (5)
JMLR (4)
COLT (3)
ACML (2)
AISTATS (2)
CVPR (1)
UAI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(11)
online learning
(5)
bayesian inference
(4)
sequence prediction
(3)
markov decision process
(3)
learning theory
(3)
risk management
(2)
credit assignment
(2)
stochastic environment
(2)
temporal difference learning
(2)
information theory
(2)
uncertainty estimation
(2)
ai safety
(2)
convergence analysis
(2)
imitation learning
(2)
probabilistic modeling
(2)
catastrophic forgetting
(2)
policy learning
(2)
stochastic process
(2)
artificial general intelligence
(2)
Papers
Learning Universal Predictors
ICML 2024
Language Modeling Is Compression
ICLR 2024
Levin Tree Search with Context Models
IJCAI 2023
Self-Predictive Universal AI
NIPS 2023
Fully General Online Imitation Learning
JMLR 2022
Gated Linear Networks
AAAI 2021
Logarithmic Pruning is All You Need
NIPS 2020
AGI Safety Literature Review
IJCAI 2018
Loss Bounds and Time Complexity for Speed Priors
AISTATS 2016
Online Learning of k-CNF Boolean Functions
IJCAI 2015
Reinforcement learning with value advice
ACML 2014
Discrete MDL Predicts in Total Variation
NIPS 2009