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ML
2000
ACM
150views Machine Learning» more  ML 2000»
13 years 4 months ago
Adaptive Retrieval Agents: Internalizing Local Context and Scaling up to the Web
This paper discusses a novel distributed adaptive algorithm and representation used to construct populations of adaptive Web agents. These InfoSpiders browse networked information ...
Filippo Menczer, Richard K. Belew
AIPS
2008
13 years 7 months ago
Exact Dynamic Programming for Decentralized POMDPs with Lossless Policy Compression
High dimensionality of belief space in DEC-POMDPs is one of the major causes that makes the optimal joint policy computation intractable. The belief state for a given agent is a p...
Abdeslam Boularias, Brahim Chaib-draa
ATAL
2009
Springer
13 years 11 months ago
Constraint-based dynamic programming for decentralized POMDPs with structured interactions
Decentralized partially observable MDPs (DEC-POMDPs) provide a rich framework for modeling decision making by a team of agents. Despite rapid progress in this area, the limited sc...
Akshat Kumar, Shlomo Zilberstein
P2P
2002
IEEE
114views Communications» more  P2P 2002»
13 years 9 months ago
Integrating Peer-to-Peer Networking and Computing in the AgentScape Framework
The combination of peer-to-peer networking and agentbased computing seems to be a perfect match. Agents are cooperative and communication oriented, while peerto-peer networks typi...
Benno J. Overeinder, Etienne Posthumus, Frances M....
DSRT
2003
IEEE
13 years 10 months ago
An Agent Architecture for Network Support of Distributed Simulation Systems
Continued research into distributed agent-based systems and evolving web based technologies are opening up tremendous possibilities for the deployment of large scale and highly ex...
Robert Simon, Woan Sun Chang, J. Mark Pullen