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114
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ILP
2000
Springer
15 years 7 months ago
Using ILP to Improve Planning in Hierarchical Reinforcement Learning
Hierarchical reinforcement learning has been proposed as a solution to the problem of scaling up reinforcement learning. The RLTOPs Hierarchical Reinforcement Learning System is an...
Mark D. Reid, Malcolm R. K. Ryan
MABS
2000
Springer
15 years 7 months ago
Multi Agent Based Simulation: Beyond Social Simulation
Multi Agent Based Simulation (MABS) has been used mostly in purely social contexts. However, compared to other approaches, e.g., traditional discrete event simulation, object-orien...
Paul Davidsson
112
Voted
CSL
1995
Springer
15 years 7 months ago
Deduction by Combining Semantic Tableaux and Integer Programming
In this paper we propose to extend the current capabilities of automated reasoning systems by making use of techniques from integer programming. We describe the architecture of an ...
Bernhard Beckert, Reiner Hähnle
INFOCOM
1995
IEEE
15 years 7 months ago
Measuring the Performance of Parallel Message-Based Process Architectures
Message-based process architectures are widely regarded as an effective method for structuring parallel protocol processing on shared memory multi-processor platforms. A message-b...
Douglas C. Schmidt, Tatsuya Suda
KDD
1995
ACM
98views Data Mining» more  KDD 1995»
15 years 7 months ago
Optimization and Simplification of Hierarchical Clusterings
Clustering is often used to discover structure in data. Clustering systems differ in the objective function used to evaluate clustering quality and the control strategy used to se...
Douglas Fisher