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Journal Articles
- 2023
[j1]Alex Kearney, Anna Koop, Patrick M. Pilarski
:
What's a good prediction? Challenges in evaluating an agent's knowledge. Adapt. Behav. 31(3): 197-212 (2023)
Conference and Workshop Papers
- 2022
- [c7]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: 604-616 - 2016
- [c6]Kieran Milan, Joel Veness, James Kirkpatrick, Michael H. Bowling, Anna Koop, Demis Hassabis:
The Forget-me-not Process. NIPS 2016: 3702-3710 - 2008
- [c5]Elliot A. Ludvig, Anna Koop:
Learning to Generalize through Predictive Representations: A Computational Model of Mediated Conditioning. SAB 2008: 342-351 - 2007
- [c4]Richard S. Sutton, Anna Koop, David Silver:
On the role of tracking in stationary environments. ICML 2007: 871-878 - [c3]Brian Tanner, Vadim Bulitko, Anna Koop, Cosmin Paduraru:
Grounding Abstractions in Predictive State Representations. IJCAI 2007: 1077-1082 - 2005
- [c2]Doina Precup, Richard S. Sutton, Cosmin Paduraru, Anna Koop, Satinder Singh:
Off-policy Learning with Options and Recognizers. NIPS 2005: 1097-1104 - [c1]Richard S. Sutton, Eddie J. Rafols, Anna Koop:
Temporal Abstraction in Temporal-difference Networks. NIPS 2005: 1313-1320
Informal and Other Publications
- 2023
- [i5]Marc Lanctot, Kate Larson, Yoram Bachrach, Luke Marris, Zun Li, Avishkar Bhoopchand, Thomas W. Anthony, Brian Tanner, Anna Koop:
Evaluating Agents using Social Choice Theory. CoRR abs/2312.03121 (2023) - 2022
- [i4]Esra'a Saleh, John D. Martin, Anna Koop, Arash Pourzarabi, Michael Bowling:
Should Models Be Accurate? CoRR abs/2205.10736 (2022) - [i3]Alexandra 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. CoRR abs/2206.06485 (2022) - 2021
- [i2]Alex Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski:
Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making. CoRR abs/2111.11212 (2021) - 2020
- [i1]Alex Kearney, Anna Koop, Patrick M. Pilarski:
What's a Good Prediction? Issues in Evaluating General Value Functions Through Error. CoRR abs/2001.08823 (2020)
Coauthor Index
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