37 search results - page 1 / 8 » Grounding Abstractions in Predictive State Representations |
IJCAI
2007
15 years 24 days ago
2007
109
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ICRA
2010
IEEE
14 years 10 months ago
2010
IEEE
— Allowing robots to communicate naturally with humans is a major goal for social robotics. Most approaches have focused on building high-level probabilistic cognitive models. Ho...
AAAI
2007
15 years 1 months ago
2007
NIPS
2001
15 years 22 days ago
2001
We show that states of a dynamical system can be usefully represented by multi-step, action-conditional predictions of future observations. State representations that are grounded...
ICML
2009
IEEE
16 years 5 days 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...