Stephanie Milani
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (21)
π
Academic Marathon
(5)
π
Renaissance Researcher
(8)
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(6)
β
The Questioner
Conferences
AAAI (2)
NIPS (2)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
markov decision process
(2)
reinforcement learning
(2)
imitation learning
(1)
transfer learning
(1)
sequential decision making
(1)
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)
task decomposition
(1)
mental health
(1)
interpretable policy
(1)
task transfer
(1)
function approximator
(1)
Papers
LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
ICLR 2025
When is Transfer Learning Possible?
ICML 2024
PATIENT-π: Using Large Language Models to Simulate Patients for Training Mental Health Professionals
EMNLP 2024
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks
NIPS 2023
Uni[MASK]: Unified Inference in Sequential Decision Problems
NIPS 2022
Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods
AAAI 2021
Planning with Abstract Learned Models While Learning Transferable Subtasks
AAAI 2020