Sciweavers

2861 search results - page 35 / 573
» Parallel Online Learning
Sort
View
GECCO
2006
Springer
133views Optimization» more  GECCO 2006»
14 years 19 days ago
On-line evolutionary computation for reinforcement learning in stochastic domains
In reinforcement learning, an agent interacting with its environment strives to learn a policy that specifies, for each state it may encounter, what action to take. Evolutionary c...
Shimon Whiteson, Peter Stone
HICSS
2003
IEEE
120views Biometrics» more  HICSS 2003»
14 years 2 months ago
Evaluating On-line Learning Platforms: a Case Study
Our “information-oriented” society shows an increasing exigency of life-long learning. In such framework, online Learning is becoming an important tool to allow the flexibilit...
Francesco Colace, Massimo De Santo, Mario Vento
STOC
1997
ACM
129views Algorithms» more  STOC 1997»
14 years 1 months ago
Better Bounds for Online Scheduling
We study a classical problem in online scheduling. A sequence of jobs must be scheduled on m identical parallel machines. As each job arrives, its processing time is known. The goa...
Susanne Albers
ICRA
2009
IEEE
227views Robotics» more  ICRA 2009»
14 years 3 months ago
Adaptive autonomous control using online value iteration with gaussian processes
— In this paper, we present a novel approach to controlling a robotic system online from scratch based on the reinforcement learning principle. In contrast to other approaches, o...
Axel Rottmann, Wolfram Burgard
EUROPAR
2007
Springer
14 years 3 months ago
Search Strategies for Automatic Performance Analysis Tools
Periscope is a distributed automatic online performance analysis system for large scale parallel systems. It consists of a set of analysis agents distributed on the parallel machin...
Michael Gerndt, Edmond Kereku