Publications by Paul Wagner

2014
6. Policy oscillation is overshooting (2014) AUTHORS: Wagner Paul JOURNAL: Neural Networks VOLUME: 52 PAGES: 43 - 61
2013
5. Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result (2013) AUTHORS: Wagner Paul BOOKTITLE: Advances in Neural Information Processing Systems 26
2011
4. A reinterpretation of the policy oscillation phenomenon in approximate policy iteration (2011) AUTHORS: Wagner Paul BOOKTITLE: Advances in Neural Information Processing Systems 24
2010
3. On the stability of reinforcement learning under partial observability and generalizing representations (2010) AUTHORS: Wagner Paul
2007
2. Compact Modeling of Data Using Independent Variable Group Analysis (2007) AUTHORS: Alhoniemi Esa, Honkela Antti, Lagus Krista, Seppä Jeremias, Wagner Paul, Valpola Harri JOURNAL: IEEE Transactions on Neural Networks VOLUME: 18 PAGES: 1762--1776
2005
1. Independent Variable Group Analysis in Learning Compact Representations for Data (2005) AUTHORS: Lagus Krista, Alhoniemi Esa, Seppä Jeremias, Honkela Antti, Wagner Paul BOOKTITLE: Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05) PAGES: 49--56