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Anna Koop
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Year
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
6762024
Temporal-difference networks
RS Sutton, B Tanner
Advances in neural information processing systems 17, 2004
1572004
On the role of tracking in stationary environments
RS Sutton, A Koop, D Silver
Proceedings of the 24th international conference on Machine learning, 871-878, 2007
1262007
The forget-me-not process
K Milan, J Veness, J Kirkpatrick, M Bowling, A Koop, D Hassabis
Advances in Neural Information Processing Systems 29, 2016
312016
Off-policy learning with options and recognizers
D Precup, C Paduraru, A Koop, RS Sutton, S Singh
Advances in Neural Information Processing Systems 18, 2005
282005
Investigating experience: Temporal coherence and empirical knowledge representation
A Koop
172008
Grounding Abstractions in Predictive State Representations.
B Tanner, V Bulitko, A Koop, C Paduraru
IJCAI, 1077-1082, 2007
142007
Learning to generalize through predictive representations: A computational model of mediated conditioning
EA Ludvig, A Koop
International Conference on Simulation of Adaptive Behavior, 342-351, 2008
82008
Temporal abstraction in TD networks”
RS Sutton, EJ Rafols, A Koop
Technical report RLAI 1, 2005
42005
What’sa good prediction? Challenges in evaluating an agent’s knowledge
A Kearney, AJ Koop, PM Pilarski
Adaptive Behavior 31 (3), 197-212, 2023
32023
Temporal abstraction
D Precup
URL: http://videolectures. net/site/normal_dl/tag 1199094, 2018
32018
Evaluating Agents using Social Choice Theory
M Lanctot, K Larson, Y Bachrach, L Marris, Z Li, A Bhoopchand, ...
arXiv preprint arXiv:2312.03121, 2023
22023
What Should I Know? Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience
A Kearney, A Koop, J Günther, PM Pilarski
Conference on Lifelong Learning Agents, 604-616, 2022
22022
Should models be accurate?
E Saleh, JD Martin, A Koop, A Pourzarabi, M Bowling
arXiv preprint arXiv:2205.10736, 2022
22022
Finding useful predictions by meta-gradient descent to improve decision-making
A Kearney, A Koop, J Günther, PM Pilarski
arXiv preprint arXiv:2111.11212, 2021
22021
What's a good prediction? Issues in evaluating general value functions through error
A Kearney, A Koop, PM Pilarski
arXiv [Preprint]. arXiv: 2001.08823, 2020
12020
Evaluating Predictive Knowledge
A Kearney, A Koop, C Sherstan, J Gunther, RS Sutton, PM Pilarski, ...
AAAI Fall Symposium on Reasoning and Learning In Real-World Systems For Long …, 2018
12018
Soft Condorcet Optimization for Ranking of General Agents
M Lanctot, K Larson, M Kaisers, Q Berthet, I Gemp, M Diaz, ...
arXiv preprint arXiv:2411.00119, 2024
2024
Should Models Be Accurate?
JD Martin, A Koop, A Pourzarabi, M Bowling
CoRR, 2022
2022
The Problem of Knowledge and Data
A Koop
2011
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Articles 1–20