| A reinterpretation of the policy oscillation phenomenon in approximate policy iteration P Wagner Advances in Neural Information Processing Systems, 2573-2581, 2011 | 37 | 2011 |
| Compact modeling of data using independent variable group analysis E Alhoniemi, A Honkela, K Lagus, SJ Seppä, P Wagner, H Valpola IEEE Transactions on Neural Networks 18 (6), 1762-1776, 2007 | 17 | 2007 |
| Policy oscillation is overshooting P Wagner Neural Networks 52, 43-61, 2014 | 12 | 2014 |
| Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result P Wagner Advances in Neural Information Processing Systems 26, 2013 | 12 | 2013 |
| Independent variable group analysis in learning compact representations for data K Lagus, E Alhoniemi, J Seppä, A Honkela, P Wagner Proceedings of the International and Interdisciplinary Conference on …, 2005 | 8 | 2005 |
| A gaussian process reinforcement learning algorithm with adaptability and minimal tuning requirements J Strahl, T Honkela, P Wagner Artificial Neural Networks and Machine Learning–ICANN 2014: 24th …, 2014 | 6 | 2014 |
| On the stability of reinforcement learning under partial observability and generalizing representations P Wagner AALTO UNIVERSITY, 2010 | | 2010 |
| A reinterpretation of the policy oscillation phenomenon in approximate policy iteration (extended) P Wagner | | |
| Computational Cognitive Systems T Honkela, K Lagus, M Dobrinkat, O Kohonen, M Kumlander, ... Adaptive Informatics Research Centre Department of Information and Computer …, 0 | | |
| Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result (extended) P Wagner | | |
| Conceptual modeling and learning K Lagus, T Honkela, T Lindh-Knuutila, MS Paukkeri, J Raitio, O Kohonen, ... | | |
