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ECML
2007
Springer
13 years 11 months ago
Efficient Continuous-Time Reinforcement Learning with Adaptive State Graphs
Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
Gerhard Neumann, Michael Pfeiffer, Wolfgang Maass
INDOCRYPT
2001
Springer
13 years 12 months ago
Mobile Agent Route Protection through Hash-Based Mechanisms
Abstract. One approach to secure mobile agent execution is restricting the agent route to trusted environments. A necessary condition for this approach to be practical is that the ...
Josep Domingo-Ferrer
ECIS
2000
13 years 8 months ago
Work-Based Learning and Knowledge Management: An Integrated Concept of Organizational Learning
Abstract - Organizational learning requires individual learning. Individual learning has to interact in a dynamic social environment in order to contribute to organizational learni...
Sabine Seufert
IDEAL
2009
Springer
14 years 1 months ago
Clustering with XCS and Agglomerative Rule Merging
Abstract. In this paper, we present a more effective approach to clustering with eXtended Classifier System (XCS) which is divided into two phases. The first phase is the XCS le...
Liangdong Shi, Yinghuan Shi, Yang Gao
CLIMA
2007
13 years 8 months ago
Actions with Failures in Interval Temporal Logic
Abstract. Failures are unavoidable in many circumstances. For example, an agent may fail at some point to perform a task in a dynamic environment. Robust systems typically have mec...
Arjen Hommersom, Peter J. F. Lucas