Jessica B Hamrick
6 papers · 2014–2023 · 4 venues · 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 ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🚀
Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Core AI
(4)
Reinforcement Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types
(2)
Computer Science
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Applications · Computer Science
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
reinforcement learning
(2)
model-based 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)
world model
(1)
dynamics model
(1)
airfoil design
(1)
inverse design
(1)
sorting algorithm
(1)
policy update
(1)
causal learning
(1)
intrinsic exploration
(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
NeurIPS 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
NeurIPS 2014