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CIMCA
2008
IEEE
16 years 1 months ago
Tree Exploration for Bayesian RL Exploration
Research in reinforcement learning has produced algorithms for optimal decision making under uncertainty that fall within two main types. The first employs a Bayesian framework, ...
Christos Dimitrakakis
ICRA
2009
IEEE
142views Robotics» more  ICRA 2009»
16 years 1 months ago
Optimal coverage for multiple hovering robots with downward facing cameras
— This paper presents a distributed control strategy for deploying hovering robots with multiple downward facing cameras to collectively monitor an environment. Information per p...
Mac Schwager, Brian J. Julian, Daniela Rus
ICRA
2008
IEEE
197views Robotics» more  ICRA 2008»
16 years 29 days ago
Approximate optimal control of the compass gait on rough terrain
Abstract— In this paper, we explore the capabilities of actuated models of the compass gait walker on rough terrain. We solve for the optimal high-level feedback policy to negoti...
Katie Byl, Russ Tedrake
INFOCOM
2007
IEEE
16 years 25 days ago
Toward Optimal Network Fault Correction via End-to-End Inference
— We consider an end-to-end approach of inferring network faults that manifest in multiple protocol layers, with an optimization goal of minimizing the expected cost of correctin...
Patrick P. C. Lee, Vishal Misra, Dan Rubenstein
WIOPT
2006
IEEE
16 years 16 days ago
Optimizing data replication for expanding ring-based queries in wireless sensor networks
We consider the problem of optimizing the number of replicas for event information in wireless sensor networks, when queries are disseminated using expanding rings. We obtain clos...
Bhaskar Krishnamachari, Joon Ahn