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108
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ICML
2010
IEEE
15 years 1 months ago
Inverse Optimal Control with Linearly-Solvable MDPs
We present new algorithms for inverse optimal control (or inverse reinforcement learning, IRL) within the framework of linearlysolvable MDPs (LMDPs). Unlike most prior IRL algorit...
Dvijotham Krishnamurthy, Emanuel Todorov
130
Voted
SAC
2010
ACM
15 years 26 days ago
TransPeer: adaptive distributed transaction monitoring for Web2.0 applications
In emerging Web2.0 applications such as virtual worlds or social networking websites, the number of users is very important (tens of thousands), hence the amount of data to manage...
Idrissa Sarr, Hubert Naacke, Stéphane Gan&c...
120
Voted
SIGCOMM
2010
ACM
15 years 26 days ago
Symbiotic routing in future data centers
Building distributed applications for data centers is hard. CamCube explores whether replacing the traditional switchbased network with a directly connected topology makes it easi...
Hussam Abu-Libdeh, Paolo Costa, Antony I. T. Rowst...
96
Voted
SIGMOD
2010
ACM
191views Database» more  SIGMOD 2010»
15 years 26 days ago
Data conflict resolution using trust mappings
In massively collaborative projects such as scientific or community databases, users often need to agree or disagree on the content of individual data items. On the other hand, tr...
Wolfgang Gatterbauer, Dan Suciu
121
Voted
SIGMOD
2010
ACM
207views Database» more  SIGMOD 2010»
15 years 26 days ago
Leveraging spatio-temporal redundancy for RFID data cleansing
Radio Frequency Identification (RFID) technologies are used in many applications for data collection. However, raw RFID readings are usually of low quality and may contain many an...
Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Min-Te Su...
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