Jessica B Hamrick
6 papers · 2014–2023 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π Cross-Pollinator (8) π Renaissance Researcher (5) π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(9)
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Trend Setter
π
Conference Pioneer
Conferences
ICLR (2)
NIPS (2)
CLEAR (1)
ICML (1)
Top co-authors
Keywords
reinforcement learning
(2)
transfer learning
(1)
gradient-based optimization
(1)
model-based learning
(1)
rational analysis
(1)
algorithm selection
(1)
information gain
(1)
rational metareasoning
(1)
strategy selection
(1)
cognitive strategy
(1)
behavioral experiment
(1)
dynamics model
(1)
airfoil design
(1)
inverse design
(1)
causal learning
(1)
intrinsic exploration
(1)
graph network
(1)
environment model
(1)
developmental learning
(1)
fluid-structure interaction
(1)
Papers
Investigating the Role of Model-Based Learning in Exploration and Transfer
ICML 2023
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators
NIPS 2022
Learning Causal Overhypotheses through Exploration in Children and Computational Models
CLEAR 2022
Procedural generalization by planning with self-supervised world models
ICLR 2022
On the role of planning in model-based deep reinforcement learning
ICLR 2021
Algorithm selection by rational metareasoning as a model of human strategy selection
NIPS 2014