Tom Schaul
22 papers
· 2010–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Academic Marathon
(15)
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(23)
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Interdisciplinary Bridge
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Renaissance Researcher
(5)
π§
Keyword Pioneer
π
Cross-Pollinator
(5)
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Conference Polyglot
(6)
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Keyword Trendsetter Combo
(3)
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Triple Crown
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
ποΈ
Keyword Collector
(66)
π₯
Unstoppable
(8)
β
The Questioner
π
Century Club
(22)
Conferences
ICML (9)
NIPS (5)
ICLR (3)
IJCAI (2)
JMLR (2)
AISTATS (1)
Top co-authors
Keywords
reinforcement learning
(5)
value function
(3)
deep reinforcement learning
(2)
policy gradient
(2)
sparse reward
(2)
transfer learning
(2)
policy improvement
(2)
successor feature
(2)
neural network architecture
(2)
black-box optimization
(1)
deep learning
(1)
supervised learning
(1)
neural network optimization
(1)
hierarchical reinforcement learning
(1)
policy optimization
(1)
epistemic uncertainty
(1)
gradient descent
(1)
function approximation
(1)
bellman equation
(1)
importance sampling
(1)
Papers
The Phenomenon of Policy Churn
NIPS 2022
When should agents explore?
ICLR 2022
Universal Value Function Approximators
ICML 2015
Natural Evolution Strategies
JMLR 2014
Better Generalization with Forecasts
IJCAI 2013
No more pesky learning rates
ICML 2013
PyBrain
JMLR 2010