Marie desJardins
4 papers · 2015–2020 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
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Cross-Pollinator
(14)
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
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Trend Setter
Conferences
IJCAI (2)
AAAI (1)
RSS (1)
Top co-authors
Keywords
transfer learning
(2)
imitation learning
(1)
hierarchical learning
(1)
language grounding
(1)
hierarchical reinforcement learning
(1)
robot learning
(1)
markov decision process
(1)
value function
(1)
model-based reinforcement learning
(1)
reward function
(1)
temporal abstraction
(1)
natural language
(1)
robot manipulation
(1)
probabilistic planning
(1)
stochastic shortest path
(1)
option model
(1)
reward shaping
(1)
task decomposition
(1)
goal inference
(1)
natural language grounding
(1)
Papers
Planning with Abstract Learned Models While Learning Transferable Subtasks
AAAI 2020
The Expected-Length Model of Options
IJCAI 2019
Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes
IJCAI 2015
Grounding English Commands to Reward Functions
RSS 2015