Sotabase

Career

· PhD Student, Computer Science, UT Austin2007–
· Principal Data Scientist, Revionics

Publications (15)

Neural information retrieval: at the end of the early years
Information Retrieval Journal · 2017
135
cited
Frame Skip Is a Powerful Parameter for Learning to Play Atari
AAAI Workshop: Learning for General Competency in Video Games · 2015
77
cited
Neural Information Retrieval: A Literature Review
arXiv.org · 2016
56
cited
Measuring Annotator Agreement Generally across Complex Structured, Multi-object, and Free-text Annotation Tasks
The Web Conference · 2022
31
cited
Reuse of Neural Modules for General Video Game Playing
AAAI Conference on Artificial Intelligence · 2015
24
cited
Modeling and Aggregation of Complex Annotations via Annotation Distances
The Web Conference · 2020
15
cited
Object-Model Transfer in the General Video Game Domain
Artificial Intelligence and Interactive Digital Entertainment Conference · 2016
13
cited
Aggregating Complex Annotations via Merging and Matching
Knowledge Discovery and Data Mining · 2021
7
cited
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks
Journal of Artificial Intelligence Research · 2023
6
cited
On the Cross-Domain Reusability of Neural Modules for General Video Game Playing
CGW/GIGA@IJCAI · 2015
4
cited
Modeling Complex Annotations
2020
1
cited
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint)
AAAI Conference on Artificial Intelligence · 2024
Discretization of Game Space by Environment Attributes
KEG@AAAI · 2019
Distance-based Consensus Modeling for Complex Annotations
2020
PIE: Performance Interval Estimation for Free-Form Generation Tasks
2025
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Alex Braylan | Researcher Profile | Sotabase | Sotabase