Objective: To evaluate the role of ketofol as induction agent in diabetic patients. Study Design: Randomized Control Trial. Setting: Department Anesthesia, Abwa Medical College, Faisalabad. Period: 01-12-21 to 01-05-22. Material & Methods: Patients after informed consent divided randomly into two groups 25 each. Group A receiving propofol 1.5 mg/kg and B 1:2 agent. The dose given was 1ml fo...

Software agents usually take a passive approach to learning, acquiring information about a task from watching passively what the user does. Examples are the only information that the user and the learner exchange. The induction task left to the agent is only possible with pre-defined learning biases. Determining a priori the language needed to represent the necessary criteria for performing a t...

We analyze the sequential structure of dynamic games with perfect information. A three-stage account is proposed, that specifies setup, reasoning and play stages. Accordingly, we define a player as a set of agents corresponding to these three stages. The notion of agent connectedness is introduced into a type-based epistemic model. Agent connectedness measures the extent to which agents’ choice...

In this paper we propose an argumentation-based framework for multiagent induction, where two agents learn separately from individual training sets, and then engage in an argumentation process in order to converge to a common hypothesis about the data. The result is a multiagent induction strategy in which the agents minimize the set of cases that they have to exchange (using argumentation) in ...