252 search results - page 6 / 51 » Planning with predictive state representations |
NIPS
2007
14 years 11 months ago
2007
102
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ECAI
2010
Springer
14 years 9 months ago
2010
Springer
Motion planning in dynamic environments consists of the generation of a collision-free trajectory from an initial to a goal state. When the environment contains uncertainty, preven...
103
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AI
2011
Springer
14 years 4 months ago
2011
Springer
Planning graphs have been shown to be a rich source of heuristic information for many kinds of planners. In many cases, planners must compute a planning graph for each element of ...
ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
We propose a new neural network architecture, called Simple Recurrent Temporal-Difference Networks (SR-TDNs), that learns to predict future observations in partially observable en...
107
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JAIR
2010
14 years 8 months ago
2010
Noisy probabilistic relational rules are a promising world model representation for several reasons. They are compact and generalize over world instantiations. They are usually in...