Stephanie Milani
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (22)
π
Grand Slam
π
Renaissance Researcher
(6)
β
The Questioner
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Reinforcement Learning
(2)
Learning Paradigms
(2)
Methods
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Keywords
reinforcement learning
(3)
interpretable policy
(2)
transfer learning
(2)
markov decision process
(2)
hierarchical reinforcement learning
(1)
behavior cloning
(1)
model-based reinforcement learning
(1)
reward learning
(1)
probabilistic planning
(1)
human feedback
(1)
pairwise comparison
(1)
benchmark dataset
(1)
decision tree
(1)
masked prediction
(1)
structural causal model
(1)
layer freezing
(1)
task decomposition
(1)
concept bottleneck model
(1)
causal model
(1)
efficient learning
(1)
Papers
LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
ICLR 2025
PATIENT-π: Using Large Language Models to Simulate Patients for Training Mental Health Professionals
EMNLP 2024
When is Transfer Learning Possible?
ICML 2024
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks
NeurIPS 2023
Uni[MASK]: Unified Inference in Sequential Decision Problems
NeurIPS 2022
Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods
AAAI 2021
Planning with Abstract Learned Models While Learning Transferable Subtasks
AAAI 2020