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ICML
2010
IEEE
14 years 11 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
SIGMOD
2010
ACM
210views Database» more  SIGMOD 2010»
14 years 10 months ago
Searching trajectories by locations: an efficiency study
Trajectory search has long been an attractive and challenging topic which blooms various interesting applications in spatial-temporal databases. In this work, we study a new probl...
Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zhen...
94
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AI
2007
Springer
14 years 10 months ago
An algorithm for distributing coalitional value calculations among cooperating agents
The process of forming coalitions of software agents generally requires calculating a value for every possible coalition which indicates how beneficial that coalition would be if...
Talal Rahwan, Nicholas R. Jennings
AIEDAM
2007
191views more  AIEDAM 2007»
14 years 10 months ago
Ontology-based design information extraction and retrieval
Because of the increasing complexity of products and the design process, as well as the popularity of computer-aided documentation tools, the number of electronic and textual desi...
Zhanjun Li, Karthik Ramani
APAL
2007
111views more  APAL 2007»
14 years 10 months ago
A coverage construction of the reals and the irrationals
I modify the standard coverage construction of the reals to obtain the irrationals. However, this causes a jump in ordinal complexity from ω + 1 to Ω. The coverage technique ha...
Harold Simmons