Michael Littman
21 papers
· 2013–2025
· 7 conferences
· across top CS/AI conferences
Achievements
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(12)
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Renaissance Researcher
(8)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
(7)
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Academic Marathon
(12)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(110)
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Century Club
(21)
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Trend Setter
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Conference Pioneer
Conferences
ICML (9)
AAAI (3)
NAACL (3)
AISTATS (2)
IJCAI (2)
NIPS (1)
RSS (1)
Top co-authors
Keywords
reinforcement learning
(6)
state abstraction
(5)
value function
(4)
transfer learning
(3)
pac learning
(2)
robot manipulation
(2)
lifelong reinforcement learning
(2)
sample complexity
(2)
planning algorithm
(2)
imitation learning
(2)
hierarchical learning
(1)
hierarchical planning
(1)
text classification
(1)
text generation
(1)
benchmark evaluation
(1)
stochastic optimization
(1)
inverse reinforcement learning
(1)
policy optimization
(1)
computational complexity
(1)
natural language understanding
(1)
Papers
Meta-learning Parameterized Skills
ICML 2023
Value Preserving State-Action Abstractions
AISTATS 2020
The Expected-Length Model of Options
IJCAI 2019