Pierguido V. C. Caironi

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HyperCare is a prototype of a decision support system for essential hypertension care management. The medical knowledge implemented in HyperCare derives from the guidelines for the management of mild hypertension of the World Health Organization/International Society of Hypertension, and from the recommendations of the United States Joint National Committee(More)
Q-learning can greatly improve its convergence speed if helped by immediate reinforcements provided by a trainer able to judge the usefulness of actions as stage setting with respect to the goal of the agent. This paper experimentally investigates this hypothesis studying the integration of immediate reinforcements (also called training reinforcements) with(More)
We present some results of our research in the field of Machine Learning applied to robotics problems. In particular we have investigated on: (i) the application of Learning Classifier Systems to the synthesis of robot controllers; (ii) learning of fuzzy controllers; (iii) learning of purposeful representations of the environment; (iv) and the application(More)
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