Nicholas A. Roy
6 papers · 2017–2022 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (6)
Top co-authors
Keywords
reinforcement learning
(3)
bayesian inference
(2)
logistic regression
(1)
partially observable markov decision process
(1)
planning under uncertainty
(1)
hyperparameter optimization
(1)
belief state
(1)
regret bound
(1)
vision-language representation
(1)
spike train analysis
(1)
gaussian process
(1)
value of information
(1)
natural language
(1)
latent variable model
(1)
state abstraction
(1)
spike train
(1)
vision-language model
(1)
causal model
(1)
dimensionality reduction
(1)
deep reinforcement learning
(1)
Papers
Explainability Via Causal Self-Talk
NIPS 2022
Semantic Exploration from Language Abstractions and Pretrained Representations
NIPS 2022
Inferring learning rules from animal decision-making
NIPS 2020
Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information
NIPS 2020
Efficient inference for time-varying behavior during learning
NIPS 2018
Gaussian process based nonlinear latent structure discovery in multivariate spike train data
NIPS 2017