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Titlebook: Research and Development in Intelligent Systems XXVII; Incorporating Applic Max Bramer,Miltos Petridis,Adrian Hopgood Conference proceeding

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A New Approach for Partitional Clustering Using Entropy Notation and Hopfield Networkt existing algorithms such as optimal competitive . model, stochastic optimal competitive . network, k-means and genetic algorithm. The experimental results demonstrate the scalability and robustness of our algorithm over large datasets.
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On Reinforcement Memory for Non-Markovian Controlon of the Critic. Learning capability is experimentally examined through non-Markovian cart-pole balancing task. The result shows that the proposed controller acquired complex behaviors such as balancing two poles simultaneously.
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PIPSS*: A System based on Temporal Estimatesbased on time estimations that imposes temporal constraints to the scheduler. The purpose is to achieve a tighter integration respect to the previous version and minimize the makespan. Results show that PIPSS* outperforms state of the art planners under the temporal satisficing track in the IPC-08 competition for the tested domains.
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Modelling Social Structures and Hierarchies in Language Evolutioncation yield systems less like natural language than fully isolated groups inhabiting the same world, while the addition of a dominant male who is asymmetrically favoured as a hearer, and equally likely to be a speaker has no positive influence on the quality of the emergent communal language.
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