Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations

Reference:

Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, and Mikko A. Uusitalo. Efficient planning in large pomdps through policy graph based factorized approximations. In J. Balc'azar, F. Bonchi, A. Gionis, and M. Sebag, editors, Proceedings of ECML PKDD 2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, part III, pages 1–16, Berlin Heidelberg, 2010. Springer-Verlag.

Suggested BibTeX entry:

@inproceedings{Pajarinen10ecml,
    address = {Berlin Heidelberg},
    author = {Joni Pajarinen and Jaakko Peltonen and Ari Hottinen and Mikko A. Uusitalo},
    booktitle = {Proceedings of ECML PKDD 2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, part III},
    editor = {J. Balc{'a}zar and F. Bonchi and A. Gionis and M. Sebag},
    pages = {1-16},
    publisher = {Springer-Verlag},
    title = {Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations},
    year = {2010},
}