Nicholas A. Roy
6 papers · 2017–2022 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Academic Marathon ยท Sprint
๐
Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(19)
๐ฃ
Hot Topic Early Bird
Venues
Top co-authors
Research topics
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)
causal model
(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)
pre-trained representation
(1)
dimensionality reduction
(1)
deep reinforcement learning
(1)
Papers
Explainability Via Causal Self-Talk
NeurIPS 2022
Semantic Exploration from Language Abstractions and Pretrained Representations
NeurIPS 2022
Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information
NeurIPS 2020
Inferring learning rules from animal decision-making
NeurIPS 2020
Efficient inference for time-varying behavior during learning
NeurIPS 2018
Gaussian process based nonlinear latent structure discovery in multivariate spike train data
NeurIPS 2017