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In addition, given such a model representation, the agent needs reasoning methods to derive conclusions from the model and interpret the (partial) information available by sensoring.
In order to navigate toward the goal, the agent needs to "imagine" available moves at the current location and select one of them, using the acquired spatial knowledge.
The second formulation is meta learning for imitation learning, where the task is specified through an expert demonstration of the task, and the agent needs to mimic the behavior of the expert to achieve good performance under new situations of the same task, as measured by the underlying objective of the expert (which is not directly given to the agent).
The first formulation is meta learning for reinforcement learning, where the task is specified through a reward function, and the agent needs to improve its performance by acting in the environment, receiving scalar reward signals, and adjusting its strategy according to the information it receives.
This paper considers an optimal contracting problem between an informed risk-averse agent and a principal, when the agent needs to perform multiple tasks, and the principal is active, namely she can influence some aspect of the agency relationship on top of the contract itself (i.e. capital budgets, task assignments).
7. When the set of outcomes is infinite, the agent needs to satisfy an additional axiom.
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For the bureau agent is not required to prove that a person he throws in jail is an alien, or a Communist, or 'dangerous.' The agent need only declare he has reason to believe that such is the case.
Obviously the agent need not act on the patient directly it is enough that physical forces run from one to the other, however indirectly.
In order to enhance skin penetration, the agent need to be either injected into the dermis or the stratum corneum has to be removed mechanically or thermally.
You would have to provide this document to banks and other institutions where the agent needed to take financial action on behalf of the principal.
The concept of exchange raises two fundamental problems of transactions: first, comparison between the items exchanged and, second, nonsimultaneity of the agents' needs.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com