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Efficient And Adaptive Schemes For Consistent Information Sharing In Wireless Mobile And Peer-to-peer Networks
(Computer Science & Engineering, 2007-08-23)
With the tremendous growth of applications in wireless mobile and Peer-to-Peer (P2P) networks, significant research efforts have been made to improve the quality of sevice. Caching and replicating frequently used data ...
Learning State And Action Space Hierarchies For Reinforcement Learning Using Action-Dependent Partitioning
(Computer Science & Engineering, 2007-08-23)
Autonomous systems are often dicult to program. Reinforcement learning (RL)
is an attractive alternative, as it allows the agent to learn behavior on the basis of sparse,
delayed reward signals provided only when the ...