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ECML
2007
Springer
15 years 4 months ago
Imitation Learning Using Graphical Models
Imitation-based learning is a general mechanism for rapid acquisition of new behaviors in autonomous agents and robots. In this paper, we propose a new approach to learning by imit...
Deepak Verma, Rajesh P. N. Rao
65
Voted
ATAL
2007
Springer
15 years 4 months ago
Dynamic movement and positioning of embodied agents in multiparty conversations
For embodied agents to engage in realistic multiparty conversation, they must stand in appropriate places with respect to other agents and the environment. When these factors chan...
Dusan Jan, David R. Traum
90
Voted
ICCV
2003
IEEE
16 years 3 days ago
Tracking Articulated Body by Dynamic Markov Network
A new method for visual tracking of articulated objects is presented. Analyzing articulated motion is challenging because the dimensionality increase potentially demands tremendou...
Ying Wu, Gang Hua, Ting Yu
85
Voted
IAT
2005
IEEE
15 years 3 months ago
Dynamic Lightpath Protection in WDM optical Networks Using Ant-based Mobile Agents
In this paper, we consider the problem of dynamic lightpath protection in survivable WDM networks with single link failure model. Our work concerns in how to dynamically determine...
Son-Hong Ngo, Xiaohong Jiang, Susumu Horiguchi
ICPR
2002
IEEE
15 years 11 months ago
Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection
Bayesian networks are an attractive modeling tool for human sensing, as they combine an intuitive graphical representation with ef?cient algorithms for inference and learning. Ear...
Tanzeem Choudhury, James M. Rehg, Vladimir Pavlovi...