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» An Experimental Analysis of Parallel
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AAMAS
2007
Springer
13 years 8 months ago
Parallel Reinforcement Learning with Linear Function Approximation
In this paper, we investigate the use of parallelization in reinforcement learning (RL), with the goal of learning optimal policies for single-agent RL problems more quickly by us...
Matthew Grounds, Daniel Kudenko
IJAIT
2007
119views more  IJAIT 2007»
13 years 8 months ago
Minimizing the makespan for Unrelated Parallel Machines
In this paper, we study the unrelated parallel machine problem for minimizing the makespan, which is NP-hard. We used Simulated Annealing (SA) and Tabu Search (TS) with Neighborho...
Yunsong Guo, Andrew Lim, Brian Rodrigues, Liang Ya...
TCS
2008
13 years 8 months ago
Sequential vs. parallel complexity in simple gene assembly
We investigate some differences between the general intramolecular model for gene assembly and its restricted simple model. Although both models satisfactorily sort all current ex...
Miika Langille, Ion Petre
IGARSS
2010
13 years 6 months ago
Parallel implementation of the N-FINDR endmember extraction algorithm on commodity graphics processing units
Endmember extraction is an important technique in the context of spectral unmixing of remotely sensed hyperspectral data. Winter's N-FINDR algorithm is one of the most widely...
Sergio Sánchez, Gabriel Martin, Antonio J. ...
CORR
2009
Springer
74views Education» more  CORR 2009»
13 years 5 months ago
Parallelizing Deadlock Resolution in Symbolic Synthesis of Distributed Programs
Previous work has shown that there are two major complexity barriers in the synthesis of fault-tolerant distributed programs, namely generation of fault-span, the set of states re...
Fuad Abujarad, Borzoo Bonakdarpour, Sandeep S. Kul...