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06/24/2023
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
Despite the recent advancements in offline reinforcement learning via su...
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04/11/2023
Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task
Resource limitations make it hard to provide all students with one of th...
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01/26/2023
Model-based Offline Reinforcement Learning with Local Misspecification
We present a model-based offline reinforcement learning policy performan...
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11/16/2022
Giving Feedback on Interactive Student Programs with Meta-Exploration
Developing interactive software, such as websites or games, is a particu...
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10/16/2022
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
Offline reinforcement learning (RL) can be used to improve future perfor...
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10/27/2021
Play to Grade: Testing Coding Games as Classifying Markov Decision Process
Contemporary coding education often presents students with the task of d...
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04/29/2020
Pragmatic Issue-Sensitive Image Captioning
Image captioning systems have recently improved dramatically, but they s...
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09/24/2019
LitGen: Genetic Literature Recommendation Guided by Human Explanations
As genetic sequencing costs decrease, the lack of clinical interpretatio...
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06/04/2019
Learning to Explain: Answering Why-Questions via Rephrasing
Providing plausible responses to why questions is a challenging but crit...
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11/29/2018
Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding
Supervised learning is limited both by the quantity and quality of the l...
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06/28/2018
DeepTag: inferring all-cause diagnoses from clinical notes in under-resourced medical domain
In many under-resourced settings, clinicians lack time and expertise to ...
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10/12/2017