25 search results - page 2 / 5 » On discovery and learning of models with predictive represen... |
ICMLA
2008
13 years 5 months ago
2008
Learning by imitation has shown to be a powerful paradigm for automated learning in autonomous robots. This paper presents a general framework of learning by imitation for stochas...
AAAI
2006
13 years 5 months ago
2006
We discuss the problem of finding a good state representation in stochastic systems with observations. We develop a duality theory that generalizes existing work in predictive sta...
IEAAIE
2011
Springer
2011
Springer
A Cognitive Agent Model Using Inverse Mirroring for False Attribution of Own Actions to Other Agents
12 years 8 months ago
This paper presents a cognitive agent model capable of showing situations where self-generated actions are attributed to other agents, as, for example, for patients suffering from ...
NIPS
2001
13 years 5 months 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...
TSMC
2008
13 years 2 months ago
2008
This paper explores the issues faced in creating a sys-4 tem that can learn tactical human behavior merely by observing5 a human perform the behavior in a simulation. More specific...