Marie desJardins
4 papers · 2015–2020 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Keyword Pioneer
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Renaissance Researcher
(5)
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Trend Setter
Top co-authors
Research topics
Reinforcement Learning
(3)
Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Robotics
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Reinforcement Learning
(1)
Capabilities
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
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
Grounding English Commands to Reward Functions
RSS 2015
Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes
IJCAI 2015