Michael K. Cohen
6 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Reinforcement Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Optimization
(1)
Keywords
bayesian inference
(2)
risk management
(1)
online learning
(1)
imitation learning
(1)
bayesian reinforcement learning
(1)
policy learning
(1)
gaussian process
(1)
sparse approximation
(1)
kl regularization
(1)
bayesian posterior
(1)
probabilistic model
(1)
language model
(1)
world model
(1)
exploration strategy
(1)
algorithmic information theory
(1)
stochastic environment
(1)
strong asymptotic optimality
(1)
computable probabilistic environment
(1)
inquisitive exploration
(1)
safe exploration
(1)
Papers
Can a Bayesian Oracle Prevent Harm from an Agent?
UAI 2025
RL, but don’t do anything I wouldn’t do
UAI 2025
Fully General Online Imitation Learning
JMLR 2022
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
NeurIPS 2022
Pessimism About Unknown Unknowns Inspires Conservatism
COLT 2020
A Strongly Asymptotically Optimal Agent in General Environments
IJCAI 2019