Eszter Vértes
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
transfer learning
(1)
epistemic uncertainty
(1)
model-based learning
(1)
uncertainty representation
(1)
value function
(1)
wake-sleep algorithm
(1)
model-based reinforcement learning
(1)
value estimation
(1)
generative model
(1)
partially observable environment
(1)
latent variable
(1)
variational autoencoder
(1)
dynamics model
(1)
successor representation
(1)
intrinsic exploration
(1)
implicit ensemble
(1)
environment model
(1)
recognition model
(1)
hierarchical latent model
(1)
Papers
Investigating the Role of Model-Based Learning in Exploration and Transfer
ICML 2023
Procedural generalization by planning with self-supervised world models
ICLR 2022
Model-Value Inconsistency as a Signal for Epistemic Uncertainty
ICML 2022
A neurally plausible model learns successor representations in partially observable environments
NIPS 2019
Flexible and accurate inference and learning for deep generative models
NIPS 2018