Luisa Zintgraf
5 papers · 2018–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(9)
🌉
Interdisciplinary Bridge
Conferences
ICML (2)
ICCV (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
few-shot learning
(2)
approximate inference
(1)
variational inference
(1)
object recognition
(1)
partially observable markov decision process
(1)
exploration exploitation tradeoff
(1)
bayes-optimal policy
(1)
generative model
(1)
task adaptation
(1)
evidence lower bound
(1)
task uncertainty
(1)
context parameter
(1)
teachable ai
(1)
real-world dataset
(1)
latent state representation
(1)
model-agnostic meta-learning
(1)
variational reinforcement learning
(1)
Papers
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
ICCV 2021
VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning
JMLR 2021
VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning
ICLR 2020
Fast Context Adaptation via Meta-Learning
ICML 2019
Deep Variational Reinforcement Learning for POMDPs
ICML 2018