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» Planning with Partial Preference Models
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ICNSC
2007
IEEE
14 years 2 months ago
Planning the Location of Intermodal Freight Hubs: an Agent Based Approach
—Intermodal freight transportation is defined as a system that carries freight from origin to destination by using two or more transportation modes. In this system, hubs are one ...
Koen H. van Dam, Zofia Verwater-Lukszo, Luis Ferre...
ICC
2008
IEEE
105views Communications» more  ICC 2008»
14 years 2 months ago
Inter-Cell Interference Management in WiMAX Downlinks by A Stackelberg Game between BSs
We develop a game theoretic framework for effective and adaptive inter-cell interference management in the OFDMA-based WiMAX/3GPP-LTE systems. Such approach requires no fixed spe...
Yingda Chen, Koon Hoo Teo, Shalinee Kishore, Jinyu...
ATAL
2010
Springer
13 years 9 months ago
Closing the learning-planning loop with predictive state representations
A central problem in artificial intelligence is to choose actions to maximize reward in a partially observable, uncertain environment. To do so, we must learn an accurate model of ...
Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon
IJCAI
2001
13 years 9 months ago
Complexity of Probabilistic Planning under Average Rewards
A general and expressive model of sequential decision making under uncertainty is provided by the Markov decision processes (MDPs) framework. Complex applications with very large ...
Jussi Rintanen
ICRA
2008
IEEE
173views Robotics» more  ICRA 2008»
14 years 2 months ago
Bayesian reinforcement learning in continuous POMDPs with application to robot navigation
— We consider the problem of optimal control in continuous and partially observable environments when the parameters of the model are not known exactly. Partially Observable Mark...
Stéphane Ross, Brahim Chaib-draa, Joelle Pi...