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AAAI
2006
13 years 11 months ago
Improving Approximate Value Iteration Using Memories and Predictive State Representations
Planning in partially-observable dynamical systems is a challenging problem, and recent developments in point-based techniques such as Perseus significantly improve performance as...
Michael R. James, Ton Wessling, Nikos A. Vlassis
ICCBR
2005
Springer
14 years 3 months ago
Cooperative Reuse for Compositional Cases in Multi-agent Systems
Abstract. We present a form of case-based reuse conducive to the cooperation of multiple CBR agents in problem solving. First, we present a form of constructive adaptation for conï...
Enric Plaza
IAT
2005
IEEE
14 years 3 months ago
Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment
This paper presents a self-organizing cognitive architecture, known as TD-FALCON, that learns to function through its interaction with the environment. TD-FALCON learns the value ...
Ah-Hwee Tan, Dan Xiao
ATAL
2007
Springer
14 years 4 months ago
Coalition structure generation with worst case guarantees based on cardinality structure
K n CCS n b kkn n K n K Categories and Subject Descriptors Artificial Intelligence General Terms Keywords
She-Xiong Su, Shan-Li Hu, Chun-Yi Shi
JASSS
2002
244views more  JASSS 2002»
13 years 9 months ago
Applications of Simulation to Social Sciences
What is the degree of sophistication that we have to put into the agents in agents based computer simulation models? Should we provide them with a "mind"? The answer ran...
Gérard Ballot, Gérard Weisbuch