373 search results - page 20 / 75 » Building Relational World Models for Reinforcement Learning |
AAAI
2012
11 years 10 months ago
2012
We present the first real-world benchmark for sequentiallyoptimal team formation, working within the framework of a class of online football prediction games known as Fantasy Foo...
ACL
2010
13 years 5 months ago
2010
We present a system that learns to follow navigational natural language directions. Where traditional models learn from linguistic annotation or word distributions, our approach i...
WOSP
2005
ACM
14 years 1 months ago
2005
ACM
In order to effectively validate the performance of software systems throughout their development cycle it is necessary to continuously build performance models from software mod...
DAGSTUHL
2007
13 years 9 months ago
2007
The ways in which an agent’s actions affect the world can often be modeled compactly using a set of relational probabilistic planning rules. This paper addresses the problem of ...
ICCV
2011
IEEE
12 years 7 months ago
2011
IEEE
We describe a directed bilinear model that learns higherorder groupings among features of natural images. The model represents images in terms of two sets of latent variables: one...