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» Generating models for temporal representations
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ICASSP
2011
IEEE
14 years 7 months ago
Sampling and reconstructing diffusion fields with localized sources
We study the spatiotemporal sampling of a diffusion field generated by K point sources, aiming to fully reconstruct the unknown initial field distribution from the sample measur...
Juri Ranieri, Amina Chebira, Yue M. Lu, Martin Vet...
ICML
2005
IEEE
16 years 4 months ago
Reinforcement learning with Gaussian processes
Gaussian Process Temporal Difference (GPTD) learning offers a Bayesian solution to the policy evaluation problem of reinforcement learning. In this paper we extend the GPTD framew...
Yaakov Engel, Shie Mannor, Ron Meir
161
Voted
PADL
2005
Springer
15 years 9 months ago
Character-Based Cladistics and Answer Set Programming
We describe the reconstruction of a phylogeny for a set of taxa, with a character-based cladistics approach, in a declarative knowledge representation formalism, and show how to us...
Daniel R. Brooks, Esra Erdem, James W. Minett, Don...
AAAI
1997
15 years 5 months ago
Planning with Concurrent Interacting Actions
In order to generate plans for agents with multiple actuators or agent teams, we must be able to represent and plan using concurrent actions with interacting effects. Historically...
Craig Boutilier, Ronen I. Brafman
128
Voted
ENTCS
2007
130views more  ENTCS 2007»
15 years 4 months ago
Specify, Compile, Run: Hardware from PSL
We propose to use a formal specification language as a high-level hardware description language. Formal languages allow for compact, unambiguous representations and yield designs...
Roderick Bloem, Stefan Galler, Barbara Jobstmann, ...