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GRID
2004
Springer
14 years 3 months ago
Self-Organizing Agents for Grid Load Balancing
A computational grid is a wide-area computing environment for cross-domain resource sharing and service integration. Resource management and load balancing are key concerns when i...
Junwei Cao
CGF
2005
116views more  CGF 2005»
13 years 10 months ago
RenderBots-Multi-Agent Systems for Direct Image Generation
The term stroke-based rendering collectively describes techniques where images are generated from elements that are usually larger than a pixel. These techniques lend themselves w...
Stefan Schlechtweg, Tobias Germer, Thomas Strothot...
ICRA
2008
IEEE
156views Robotics» more  ICRA 2008»
14 years 4 months ago
Consensus learning for distributed coverage control
— A decentralized controller is presented that causes a network of robots to converge to a near optimal sensing configuration, while simultaneously learning the distribution of ...
Mac Schwager, Jean-Jacques E. Slotine, Daniela Rus
NIPS
2000
13 years 11 months ago
Balancing Multiple Sources of Reward in Reinforcement Learning
For many problems which would be natural for reinforcement learning, the reward signal is not a single scalar value but has multiple scalar components. Examples of such problems i...
Christian R. Shelton
CSL
2010
Springer
13 years 10 months ago
Evaluation of a hierarchical reinforcement learning spoken dialogue system
We describe an evaluation of spoken dialogue strategies designed using hierarchical reinforcement learning agents. The dialogue strategies were learnt in a simulated environment a...
Heriberto Cuayáhuitl, Steve Renals, Oliver ...