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» Probabilistic Algorithms in Robotics
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NIPS
2008
15 years 8 months ago
A Scalable Hierarchical Distributed Language Model
Neural probabilistic language models (NPLMs) have been shown to be competitive with and occasionally superior to the widely-used n-gram language models. The main drawback of NPLMs...
Andriy Mnih, Geoffrey E. Hinton
NETWORKING
2007
15 years 8 months ago
PWave: A Multi-source Multi-sink Anycast Routing Framework for Wireless Sensor Networks
We propose a novel routing framework called PWave that supports multi-source multi-sink anycast routing for wireless sensor networks. A distributed and scalable potential field es...
Haiyang Liu, Zhi-Li Zhang, Jaideep Srivastava, Vic...
NIPS
2007
15 years 8 months ago
Object Recognition by Scene Alignment
Current object recognition systems can only recognize a limited number of object categories; scaling up to many categories is the next challenge. We seek to build a system to reco...
Bryan C. Russell, Antonio Torralba, Ce Liu, Robert...
AAAI
2006
15 years 8 months ago
Prob-Maxn: Playing N-Player Games with Opponent Models
Much of the work on opponent modeling for game tree search has been unsuccessful. In two-player, zero-sum games, the gains from opponent modeling are often outweighed by the cost ...
Nathan R. Sturtevant, Martin Zinkevich, Michael H....
AAAI
2006
15 years 8 months ago
Mechanisms for Partial Information Elicitation: The Truth, but Not the Whole Truth
We examine a setting in which a buyer wishes to purchase probabilistic information from some agent. The seller must invest effort in order to gain access to the information, and m...
Aviv Zohar, Jeffrey S. Rosenschein