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NIPS
2004
15 years 5 months ago
Maximising Sensitivity in a Spiking Network
We use unsupervised probabilistic machine learning ideas to try to explain the kinds of learning observed in real neurons, the goal being to connect abstract principles of self-or...
Anthony J. Bell, Lucas C. Parra
WSPI
2004
15 years 5 months ago
Ontology: The Discipline and the Tool
Abstract. The fields of philosophy and informatics entertain two somewhat different conceptions of ontology. Philosophical ontology is a branch of metaphysics dating back at least ...
Doug Mayhew, Dirk Siebert
OSDI
1996
ACM
15 years 5 months ago
Automatic Compiler-Inserted I/O Prefetching for Out-of-Core Applications
Current operating systems offer poor performance when a numeric application's working set does not fit in main memory. As a result, programmers who wish to solve "out-of...
Todd C. Mowry, Angela K. Demke, Orran Krieger
ATAL
2010
Springer
15 years 5 months ago
Multi robotic exploration with communication requirement to a fixed base station
d Abstract) Piyoosh Mukhija IIIT Hyderabad Rahul Sawhney IIIT Hyderabad K Madhava Krishna IIIT Hyderabad We present an algorithm for multi robotic exploration of an unknown terrai...
Piyoosh Mukhija, Rahul Sawhney, K. Madhava Krishna
ATAL
2010
Springer
15 years 5 months ago
Learning multi-agent state space representations
This paper describes an algorithm, called CQ-learning, which learns to adapt the state representation for multi-agent systems in order to coordinate with other agents. We propose ...
Yann-Michaël De Hauwere, Peter Vrancx, Ann No...