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Alex Kearney
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 10
Top Topics
Robotic Arm
Delta Bar Delta
Td Learning
Evaluation Function
Top Venues
CoRR
AAMAS
Frontiers Artif. Intell.
CoLLAs
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Publications
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Alex Kearney
,
Anna Koop
,
Patrick M. Pilarski
What's a good prediction? Challenges in evaluating an agent's knowledge.
Adapt. Behav.
31 (3) (2023)
Alex Kearney
,
Anna Koop
,
Johannes Günther
,
Patrick M. Pilarski
What Should I Know? Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience.
CoLLAs
(2022)
Alex Kearney
,
Johannes Günther
,
Patrick M. Pilarski
Prediction, Knowledge, and Explainability: Examining the Use of General Value Functions in Machine Knowledge.
Frontiers Artif. Intell.
5 (2022)
Alex Kearney
,
Anna Koop
,
Johannes Günther
,
Patrick M. Pilarski
Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making.
CoRR
(2021)
Alex Kearney
,
Anna Koop
,
Patrick M. Pilarski
What's a Good Prediction? Issues in Evaluating General Value Functions Through Error.
CoRR
(2020)
Johannes Günther
,
Nadia M. Ady
,
Alex Kearney
,
Michael Rory Dawson
,
Patrick M. Pilarski
Examining the Use of Temporal-Difference Incremental Delta-Bar-Delta for Real-World Predictive Knowledge Architectures.
Frontiers Robotics AI
7 (2020)
Johannes Günther
,
Nadia M. Ady
,
Alex Kearney
,
Michael Rory Dawson
,
Patrick M. Pilarski
Examining the Use of Temporal-Difference Incremental Delta-Bar-Delta for Real-World Predictive Knowledge Architectures.
CoRR
(2019)
Alex Kearney
,
Patrick M. Pilarski
When is a Prediction Knowledge?
CoRR
(2019)
Lana Cuthbertson
,
Alex Kearney
,
Riley Dawson
,
Ashia Zawaduk
,
Eve Cuthbertson
,
Ann Gordon-Tighe
,
Kory W. Mathewson
Women, politics and Twitter: Using machine learning to change the discourse.
CoRR
(2019)
Johannes Günther
,
Alex Kearney
,
Nadia M. Ady
,
Michael Rory Dawson
,
Patrick M. Pilarski
Meta-learning for Predictive Knowledge Architectures: A Case Study Using TIDBD on a Sensor-rich Robotic Arm.
AAMAS
(2019)