% This is a collection of some of the papers that have made % use of libpg. There is no paper exclusively about LibPG. @inproceedings{RicAbeYu06, author = {Silvia Richter and Douglas Aberdeen and Jin Yu}, title = {Natural Actor-Critic for Road Traffic Optimisation}, booktitle = {\href{http://www.nips.cc/}{ Advances in Neural Information Processing Systems}}, publisher = {The {MIT} Press, Cambridge, MA}, volume = 19, year = 2007 } @inproceedings{BufAbe06ipc, author = {O. Buffet O. and D. Aberdeen}, title = {The Factored Policy Gradient planner (IPC-06 Version)}, booktitle = {Proceedings of the Fifth International Planning Competition}, location = {Lake District, Cumbria, UK}, year = 2006, month = {June}, url = {http://www.ldc.usb.ve/~bonet/ipc5/docs/results-probabilistic.pdf} } @inproceedings{Aberdeen06, author = {Douglas Aberdeen}, title = {Policy-Gradient Methods for Planning}, editor = {Yair Weiss and Bernhard Sch\"{o}lkopf and John Platt}, booktitle = {\href{http://www.nips.cc/}{ Advances in Neural Information Processing Systems}}, publisher = {The {MIT} Press, Cambridge, MA}, volume = 18, year = 2006 } @inproceedings{RicAbeYu06, author = {Silvia Richter and Douglas Aberdeen and Jin Yu}, title = {Natural Actor-Critic for Road Traffic Optimisation}, booktitle = {\href{http://www.nips.cc/}{ Advances in Neural Information Processing Systems}}, publisher = {The {MIT} Press, Cambridge, MA}, volume = 19, year = 2007 } @InProceedings{AbeBufTho07, title = {Policy-Gradients for PSRs and POMDPs}, author = {Douglas Aberdeen and Olivier Buffet and Owen Thomas}, year = {2007}, booktitle = {Proc.\ 11th Intl.\ Conf.\ Artificial Intelligence and Statistics (AIstats)}, address = {San Juan, Puerto Rico}, publisher = {Society for Artificial Intelligence and Statistics}, month = {March} } @InProceedings{AbeBuf07, author = {Douglas Aberdeen and Olivier Buffet}, title = {Concurrent Probabilistic Temporal Planning with Policy-Gradients}, booktitle = {Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS'07)}, year = {2007}, volume = {17}, address = {Providence, USA}, month = {September} } @InProceedings{BufAbe07, author = {Olivier Buffet and Douglas Aberdeen}, title = {FF+FPG: Guiding a Policy-Gradient Planner}, booktitle = {Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS'07)}, year = {2007}, volume = {17}, address = {Providence, USA}, month = {September} }