Anna Koop

According to our database, Anna Koop authored at least 12 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Evaluating Agents using Social Choice Theory.

Marc Lanctot, Kate Larson, Yoram Bachrach, Luke Marris, Zun Li, Avishkar Bhoopchand, Thomas W. Anthony, Brian Tanner, Anna Koop

CoRR, 2023

What's a good prediction? Challenges in evaluating an agent's knowledge.

Alex Kearney, Anna Koop, Patrick M. Pilarski

Adapt. Behav., 2023

2022

Should Models Be Accurate?

Esra'a Saleh, John D. Martin, Anna Koop, Arash Pourzarabi, Michael Bowling

CoRR, 2022

What Should I Know? Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience.

Alex Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making.

Alex Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski

CoRR, 2021

2020

What's a Good Prediction? Issues in Evaluating General Value Functions Through Error.

Alex Kearney, Anna Koop, Patrick M. Pilarski

CoRR, 2020

2016

The Forget-me-not Process.

Kieran Milan, Joel Veness, James Kirkpatrick, Michael H. Bowling, Anna Koop, Demis Hassabis

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2008

Learning to Generalize through Predictive Representations: A Computational Model of Mediated Conditioning.

Elliot A. Ludvig, Anna Koop

Proceedings of the From Animals to Animats 10, 2008

2007

Grounding Abstractions in Predictive State Representations.

Brian Tanner, Vadim Bulitko, Anna Koop, Cosmin Paduraru

Proceedings of the IJCAI 2007, 2007

On the role of tracking in stationary environments.

Richard S. Sutton, Anna Koop, David Silver

Proceedings of the Machine Learning, 2007

2005

Temporal Abstraction in Temporal-difference Networks.

Richard S. Sutton, Eddie J. Rafols, Anna Koop

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Off-policy Learning with Options and Recognizers.

Doina Precup, Richard S. Sutton, Cosmin Paduraru, Anna Koop, Satinder Singh

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005