Off-policy Learning with Options and Recognizers. - Doina Precup; Richard S. Sutton; Cosmin Paduraru; Anna Koop; Satinder Singh 001 (NIPS, 2005)

Temporal Abstraction in Temporal-difference Networks. - Richard S. Sutton; Eddie J. Rafols; Anna Koop (NIPS, 2005)

On the role of tracking in stationary environments. - Richard S. Sutton; Anna Koop; David Silver (ICML, 2007)

Grounding Abstractions in Predictive State Representations. - Brian Tanner; Vadim Bulitko; Anna Koop; Cosmin Paduraru (IJCAI, 2007)

Learning to Generalize through Predictive Representations: A Computational Model of Mediated Conditioning. - Elliot A. Ludvig; Anna Koop (SAB, 2008)

The Forget-me-not Process. - Kieran Milan; Joel Veness; James Kirkpatrick; Michael H. Bowling; Anna Koop; Demis Hassabis (NIPS, 2016)

What's a Good Prediction? Issues in Evaluating General Value Functions Through Error. - Alex Kearney; Anna Koop; Patrick M. Pilarski (CoRR, 2020)

Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making. - Alex Kearney; Anna Koop; Johannes Günther 002; Patrick M. Pilarski (CoRR, 2021)

What Should I Know? Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience. - Alex Kearney; Anna Koop; Johannes Günther 002; Patrick M. Pilarski (CoLLAs, 2022)

Should Models Be Accurate? - Esra'a Saleh; John D. Martin; Anna Koop; Arash Pourzarabi; Michael Bowling (CoRR, 2022)

What's a good prediction? Challenges in evaluating an agent's knowledge. - Alex Kearney; Anna Koop; Patrick M. Pilarski (Adapt. Behav., 2023)

Evaluating Agents using Social Choice Theory. - Marc Lanctot; Kate Larson; Yoram Bachrach; Luke Marris; Zun Li 002; Avishkar Bhoopchand; Thomas W. Anthony 001; Brian Tanner; Anna Koop (CoRR, 2023)

Soft Condorcet Optimization for Ranking of General Agents. - Marc Lanctot; Kate Larson; Michael Kaisers; Quentin Berthet; Ian Gemp; Manfred Diaz; Roberto-Rafael Maura-Rivero; Yoram Bachrach; Anna Koop; Doina Precup (AAMAS, 2025)